(* Content-type: application/vnd.wolfram.mathematica *) (*** Wolfram Notebook File ***) (* http://www.wolfram.com/nb *) (* CreatedBy='Mathematica 12.0' *) (*CacheID: 234*) (* Internal cache information: NotebookFileLineBreakTest NotebookFileLineBreakTest NotebookDataPosition[ 158, 7] NotebookDataLength[ 1000951, 24041] NotebookOptionsPosition[ 998306, 23983] NotebookOutlinePosition[ 998964, 24007] CellTagsIndexPosition[ 998875, 24002] WindowFrame->Normal*) (* Beginning of Notebook Content *) Notebook[{ Cell[CellGroupData[{ Cell["", "DataResourceWhiteSection", CellFrameMargins->0, CellTags->"DataResourceExampleArea"], Cell[CellGroupData[{ Cell["Basic Examples", "Subsection", CellFrame->False, ShowCellBracket->True, CellMargins->0, CellFrameMargins->{{66, 8}, {8, 8}}, CellFrameColor->GrayLevel[1], CellFrameLabelMargins->6, CellSize->{Automatic, Automatic}], Cell["Retrieve the resource:", "Text", CellGroupingRules->"NormalGrouping", CellChangeTimes->{{3.696186645510051*^9, 3.6961866545240507`*^9}, 3.696187841532233*^9}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"ResourceObject", "[", "\"\\"", "]"}]], "Input", CellContext->Notebook, CellFrameLabels->None, CellChangeTimes->{{3.696186325360051*^9, 3.696186327021051*^9}, { 3.696186470495051*^9, 3.6961864722920513`*^9}, {3.696187844212501*^9, 3.6961878453076105`*^9}}, CellLabel->"In[7]:="], Cell[BoxData[ TagBox[ TemplateBox[{RowBox[{ StyleBox[ TagBox["ResourceObject", "SummaryHead"], "NonInterpretableSummary"], StyleBox["[", "NonInterpretableSummary"], DynamicModuleBox[{ Typeset`open$$ = False, Typeset`embedState$$ = "Ready"}, TemplateBox[{ TemplateBox[{ PaneSelectorBox[{False -> GridBox[{{ PaneBox[ ButtonBox[ DynamicBox[ FEPrivate`FrontEndResource[ "FEBitmaps", "SquarePlusIconMedium"]], ButtonFunction :> (Typeset`open$$ = True), Appearance -> None, Evaluator -> Automatic, Method -> "Preemptive"], Alignment -> {Center, Center}, ImageSize -> Dynamic[{ Automatic, 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ Magnification])}]], GraphicsBox[{ Thickness[0.011111111111111112`], StyleBox[{ FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 3.789, 7.266}, {86.20700000000001, 7.266}, { 86.20700000000001, 3.266}, {3.789, 3.266}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 14.129, 54.07}, {19.878999999999998`, 54.07}, { 19.878999999999998`, 15.57}, {14.129, 15.57}}}]}, FaceForm[ RGBColor[0.648987, 0.648987, 0.648987, 1.]], StripOnInput -> False], StyleBox[{ FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 24.129, 41.82}, {29.879, 41.82}, {29.879, 15.57}, {24.129, 15.57}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 33.160000000000004`, 54.07}, {38.910000000000004`, 54.07}, {38.910000000000004`, 15.57}, { 33.160000000000004`, 15.57}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 42.191, 31.781}, {47.941, 31.781}, {47.941, 15.569999999999997`}, {42.191, 15.569999999999997`}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 51.223000000000006`, 46.875}, {56.973000000000006`, 46.875}, {56.973000000000006`, 15.57}, { 51.223000000000006`, 15.57}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 60.254, 37.707}, {66.00399999999999, 37.707}, { 66.00399999999999, 15.569999999999997`}, {60.254, 15.569999999999997`}}}]}, FaceForm[ RGBColor[0.274612, 0.618881, 0.810913, 1.]], StripOnInput -> False], StyleBox[{ FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 70.12899999999999, 54.07}, {75.87899999999999, 54.07}, { 75.87899999999999, 15.57}, {70.12899999999999, 15.57}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 9.879000000000001, 60.547}, {24.129, 60.547}, {24.129, 56.547}, {9.879000000000001, 56.547}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 9.871, 13.097999999999999`}, {80.121, 13.097999999999999`}, {80.121, 9.097999999999999}, {9.871, 9.097999999999999}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 65.87899999999999, 60.547}, {80.12899999999999, 60.547}, { 80.12899999999999, 56.547}, {65.87899999999999, 56.547}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}}, {{0, 2, 0}, {0, 1, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{11.469000000000001`, 66.54700000000001}, {45., 82.418}, {78.398, 66.54700000000001}}, {{45., 86.73400000000001}, { 2.2230000000000003`, 66.54700000000001}, { 2.2230000000000003`, 62.547}, {87.777, 62.547}, {87.777, 66.54700000000001}}}]}, FaceForm[ RGBColor[0.648987, 0.648987, 0.648987, 1.]], StripOnInput -> False]}, AspectRatio -> 1, Axes -> False, Background -> None, Frame -> None, FrameTicks -> None, ImageSize -> Dynamic[{ Automatic, 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ Magnification])}, ImageSizeCache -> {45., {0., 9.}}]], GridBox[{{ RowBox[{ TagBox["\"Name: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox["\"Sample Data: UCI Letter\"", "SummaryItem"]}], TagBox["\"\"", "SummaryItem"]}, { RowBox[{ TagBox["\"Type: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox["\"DataResource\"", "SummaryItem"]}], "\[SpanFromLeft]"}, { RowBox[{ TagBox["\"Description: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox[ "\"Letter recognition data set\"", "SummaryItem"]}], "\[SpanFromLeft]"}}, GridBoxAlignment -> { "Columns" -> {{Left}}, "Rows" -> {{Automatic}}}, AutoDelete -> False, GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, GridBoxSpacings -> { "Columns" -> {{2}}, "Rows" -> {{Automatic}}}, BaseStyle -> { ShowStringCharacters -> False, NumberMarks -> False, PrintPrecision -> 3, ShowSyntaxStyles -> False}]}}, GridBoxAlignment -> {"Rows" -> {{Top}}}, AutoDelete -> False, GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, BaselinePosition -> {1, 1}], True -> GridBox[{{ PaneBox[ ButtonBox[ DynamicBox[ FEPrivate`FrontEndResource[ "FEBitmaps", "SquareMinusIconMedium"]], ButtonFunction :> (Typeset`open$$ = False), Appearance -> None, Evaluator -> Automatic, Method -> "Preemptive"], Alignment -> {Center, Center}, ImageSize -> Dynamic[{ Automatic, 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ Magnification])}]], GraphicsBox[{ Thickness[0.011111111111111112`], StyleBox[{ FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 3.789, 7.266}, {86.20700000000001, 7.266}, { 86.20700000000001, 3.266}, {3.789, 3.266}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 14.129, 54.07}, {19.878999999999998`, 54.07}, { 19.878999999999998`, 15.57}, {14.129, 15.57}}}]}, FaceForm[ RGBColor[0.648987, 0.648987, 0.648987, 1.]], StripOnInput -> False], StyleBox[{ FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 24.129, 41.82}, {29.879, 41.82}, {29.879, 15.57}, {24.129, 15.57}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 33.160000000000004`, 54.07}, {38.910000000000004`, 54.07}, {38.910000000000004`, 15.57}, { 33.160000000000004`, 15.57}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 42.191, 31.781}, {47.941, 31.781}, {47.941, 15.569999999999997`}, {42.191, 15.569999999999997`}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 51.223000000000006`, 46.875}, {56.973000000000006`, 46.875}, {56.973000000000006`, 15.57}, { 51.223000000000006`, 15.57}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 60.254, 37.707}, {66.00399999999999, 37.707}, { 66.00399999999999, 15.569999999999997`}, {60.254, 15.569999999999997`}}}]}, FaceForm[ RGBColor[0.274612, 0.618881, 0.810913, 1.]], StripOnInput -> False], StyleBox[{ FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 70.12899999999999, 54.07}, {75.87899999999999, 54.07}, { 75.87899999999999, 15.57}, {70.12899999999999, 15.57}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 9.879000000000001, 60.547}, {24.129, 60.547}, {24.129, 56.547}, {9.879000000000001, 56.547}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 9.871, 13.097999999999999`}, {80.121, 13.097999999999999`}, {80.121, 9.097999999999999}, {9.871, 9.097999999999999}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{ 65.87899999999999, 60.547}, {80.12899999999999, 60.547}, { 80.12899999999999, 56.547}, {65.87899999999999, 56.547}}}], FilledCurveBox[{{{0, 2, 0}, {0, 1, 0}}, {{0, 2, 0}, {0, 1, 0}, {0, 1, 0}, {0, 1, 0}}}, {{{11.469000000000001`, 66.54700000000001}, {45., 82.418}, {78.398, 66.54700000000001}}, {{45., 86.73400000000001}, { 2.2230000000000003`, 66.54700000000001}, { 2.2230000000000003`, 62.547}, {87.777, 62.547}, {87.777, 66.54700000000001}}}]}, FaceForm[ RGBColor[0.648987, 0.648987, 0.648987, 1.]], StripOnInput -> False]}, AspectRatio -> 1, Axes -> False, Background -> None, Frame -> None, FrameTicks -> None, ImageSize -> Dynamic[{ Automatic, 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ Magnification])}, ImageSizeCache -> {45., {0., 9.}}]], GridBox[{{ RowBox[{ TagBox["\"Name: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox["\"Sample Data: UCI Letter\"", "SummaryItem"]}], TagBox["\"\"", "SummaryItem"]}, { RowBox[{ TagBox["\"Type: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox["\"DataResource\"", "SummaryItem"]}], "\[SpanFromLeft]"}, { RowBox[{ TagBox["\"Description: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox[ "\"Letter recognition data set\"", "SummaryItem"]}], "\[SpanFromLeft]"}, { RowBox[{ TagBox["\"Categories: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox[ TagBox[ TemplateBox[{",", "\",\"", "\"Machine Learning\""}, "RowWithSeparators"], Short], "SummaryItem"]}], ""}, { RowBox[{ TagBox["\"ContentTypes: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox[ TagBox[ TemplateBox[{",", "\",\"", "\"Numerical Data\""}, "RowWithSeparators"], Short], "SummaryItem"]}], ""}, { RowBox[{ TagBox["\"Keywords: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox[ TagBox[ TemplateBox[{ ",", "\",\"", "\"exampledata\"", "\"classification\""}, "RowWithSeparators"], Short], "SummaryItem"]}], ""}, { RowBox[{ TagBox["\"Data Location: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox[ DynamicModuleBox[{ ResourceSystemClient`Private`typesetstorage$$ = ResourceSystemClient`Private`typesetstorageLocation, ResourceSystemClient`Private`info$$}, DynamicBox[ ToBoxes[ ResourceSystemClient`Private`info$$ = ResourceSystemClient`Private`resourceInfo[ "Sample Data: UCI Letter"]; If[ AssociationQ[ResourceSystemClient`Private`info$$], ResourceSystemClient`Private`typesetstorage$$[ Lookup[ ResourceSystemClient`Private`info$$, "ContentElementLocations", None]], Missing["NotAvailable"]], StandardForm]], DynamicModuleValues :> {}], "SummaryItem"]}], ""}, { RowBox[{ TagBox["\"UUID: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox["\"Sample Data: UCI Letter\"", "SummaryItem"]}], ""}, { RowBox[{ TagBox["\"Version: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox["None", "SummaryItem"]}], ""}, { RowBox[{ TagBox["\"Size: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox[ TemplateBox[{ "56.802456`", "\"MB\"", "megabytes", "\"Megabytes\""}, "Quantity", SyntaxForm -> Mod], "SummaryItem"]}], ""}, { RowBox[{ TagBox["\"Elements: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox[ TagBox[ TemplateBox[{ ",", "\",\"", "\"ColumnTypes\"", "\"Data\"", "\"Dataset\"", "\"TestData\"", "\"TrainingData\""}, "RowWithSeparators"], Short[#, 2]& ], "SummaryItem"]}], ""}}, GridBoxAlignment -> { "Columns" -> {{Left}}, "Rows" -> {{Automatic}}}, AutoDelete -> False, GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, GridBoxSpacings -> { "Columns" -> {{2}}, "Rows" -> {{Automatic}}}, BaseStyle -> { ShowStringCharacters -> False, NumberMarks -> False, PrintPrecision -> 3, ShowSyntaxStyles -> False}]}}, GridBoxAlignment -> {"Rows" -> {{Top}}}, AutoDelete -> False, GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, BaselinePosition -> {1, 1}]}, Dynamic[Typeset`open$$], ImageSize -> Automatic]}, "SummaryPanel"], ButtonBox[ DynamicBox[ ToBoxes[ If[ Or[$VersionNumber < 11.2, CurrentValue["RunningEvaluator"] =!= "Local"], Style["This object cannot be used as input.", "SummaryEmbed"], BoxForm`EmbedSummaryLabel[ResourceObject, 77931752, Dynamic[Typeset`embedState$$]]], StandardForm]], ButtonFunction :> BoxForm`EmbedSummaryInterpretation[ ResourceObject, 10734013226476542359814104411011327019982989315835199151568, EvaluationBox[], Dynamic[Typeset`embedState$$], StandardForm], DefaultBaseStyle -> "SummaryEmbedButton", BaseStyle -> {"DialogStyle"}, Enabled -> Dynamic[ And[$VersionNumber >= 11.2, CurrentValue["RunningEvaluator"] === "Local", Typeset`embedState$$ === "Ready"]], Appearance -> Inherited, Method -> Inherited, Evaluator -> Automatic]}, "SummaryEmbedGrid"], DynamicModuleValues :> {}], StyleBox["]", "NonInterpretableSummary"]}]}, "CopyTag", DisplayFunction->(#& ), InterpretationFunction->( "ResourceObject[<|ResourceType -> DataResource, UUID -> \ 68d64971-e626-4722-8d94-eb98eabffccd, Name -> Sample Data: UCI Letter, \ Description -> Letter recognition data set, Details -> This data set \ originates from a letter recognition task, where an image of<<94>>cal \ features of the image are given. , <<12>>, ContentSize -> 56.8025 megabytes, \ ContentElementAccessType -> Dataset|>]\n\n \ \ The \ example letters were obtained by generating letters using 20 \ different<<128>>were then extracted from each image. \n\n \ \ \ This data set comes with predefined test and training sets. The test set \ c<<32>>ples with the rest used for training."& )], False, BoxID -> 10734013226476542359814104411011327019982989315835199151568, Editable->False, SelectWithContents->True, Selectable->False]], "Output", CellChangeTimes->{{3.696377005707614*^9, 3.69637702247129*^9}, { 3.696377225845625*^9, 3.696377236186659*^9}, 3.696377278504891*^9, { 3.696377319054945*^9, 3.6963773247475147`*^9}, 3.6963774601870575`*^9, { 3.696377490692107*^9, 3.696377510279066*^9}, 3.768241679281542*^9, 3.769268484176053*^9, 3.769270896542953*^9}, CellLabel->"Out[7]="] }, Open ]], Cell["Retrieve the default content:", "Text", CellChangeTimes->{{3.696186645510051*^9, 3.6961866545240507`*^9}, { 3.696187841532233*^9, 3.696187852829363*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"RandomSample", "[", RowBox[{ RowBox[{"ResourceData", "[", "\"\\"", "]"}], ",", "5"}], "]"}]], "Input", CellContext->Notebook, CellFrameLabels->None, CellChangeTimes->{{3.696186325360051*^9, 3.696186327021051*^9}, { 3.696186470495051*^9, 3.6961864722920513`*^9}, {3.696187844212501*^9, 3.6961878557606554`*^9}, 3.76824168670126*^9}, CellLabel->"In[8]:="], Cell[BoxData[ TemplateBox[{TagBox[ DynamicModuleBox[{ TypeSystem`NestedGrid`PackagePrivate`$state$$ = Data`UnorderedAssociation[ "RowCount" -> 5, "Length" -> 5, "InitialType" -> TypeSystem`Vector[ TypeSystem`Struct[{ "Letter", "HorizontalPosition", "VerticalPosition", "Width", "Height", "PixelTotal", "MeanXPixels", "MeanYPixels", "MeanXVariance", "MeanYVariance", "MeanXYCorrelation", "MeanX*X*Y", "MeanX*Y*Y", "MeanEdgeCountLeftToRight", "CorrelationX-EdgeY", "MeanEdgeCountBottomToTop", "CorrelationY-EdgeX"}, { TypeSystem`Atom[String], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer]}], 5], "Shape" -> TypeSystem`PackageScope`HeaderShape[ Association[{All, "Letter"} -> 1, {All, "HorizontalPosition"} -> 1, {All, "VerticalPosition"} -> 1, {All, "Width"} -> 1, {All, "Height"} -> 1, {All, "PixelTotal"} -> 1, {All, "MeanXPixels"} -> 1, {All, "MeanYPixels"} -> 1, {All, "MeanXVariance"} -> 1, {All, "MeanYVariance"} -> 1, {All, "MeanXYCorrelation"} -> 1, {All, "MeanX*X*Y"} -> 1, {All, "MeanX*Y*Y"} -> 1, {All, "MeanEdgeCountLeftToRight"} -> 1, {All, "CorrelationX-EdgeY"} -> 1, {All, "MeanEdgeCountBottomToTop"} -> 1, {All, "CorrelationY-EdgeX"} -> 1], TypeSystem`PackageScope`Limited[ TypeSystem`PackageScope`ColumnShape[ TypeSystem`PackageScope`RowShape[ Association[ "Letter" -> TypeSystem`PackageScope`AtomShape[28.800000000000004`], "HorizontalPosition" -> TypeSystem`PackageScope`AtomShape[34], "VerticalPosition" -> TypeSystem`PackageScope`AtomShape[34], "Width" -> TypeSystem`PackageScope`AtomShape[34], "Height" -> TypeSystem`PackageScope`AtomShape[34], "PixelTotal" -> TypeSystem`PackageScope`AtomShape[34], "MeanXPixels" -> TypeSystem`PackageScope`AtomShape[34], "MeanYPixels" -> TypeSystem`PackageScope`AtomShape[34], "MeanXVariance" -> TypeSystem`PackageScope`AtomShape[34], "MeanYVariance" -> TypeSystem`PackageScope`AtomShape[34], "MeanXYCorrelation" -> TypeSystem`PackageScope`AtomShape[34], "MeanX*X*Y" -> TypeSystem`PackageScope`AtomShape[34], "MeanX*Y*Y" -> TypeSystem`PackageScope`AtomShape[34], "MeanEdgeCountLeftToRight" -> TypeSystem`PackageScope`AtomShape[34], "CorrelationX-EdgeY" -> TypeSystem`PackageScope`AtomShape[34], "MeanEdgeCountBottomToTop" -> TypeSystem`PackageScope`AtomShape[34], "CorrelationY-EdgeX" -> TypeSystem`PackageScope`AtomShape[34]]]], 5, {}]], "InitialData" -> TypeSystem`PackageScope`CacheHandle[1563480127], "Type" -> TypeSystem`Vector[ TypeSystem`Struct[{ "Letter", "HorizontalPosition", "VerticalPosition", "Width", "Height", "PixelTotal", "MeanXPixels", "MeanYPixels", "MeanXVariance", "MeanYVariance", "MeanXYCorrelation", "MeanX*X*Y", "MeanX*Y*Y", "MeanEdgeCountLeftToRight", "CorrelationX-EdgeY", "MeanEdgeCountBottomToTop", "CorrelationY-EdgeX"}, { TypeSystem`Atom[String], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer], TypeSystem`Atom[Integer]}], 5], "HandleQ" -> True, "RowTarget" -> 20, "Data" -> TypeSystem`PackageScope`CacheHandle[1563480127]], TypeSystem`NestedGrid`PackagePrivate`$path$$ = {}, TypeSystem`NestedGrid`PackagePrivate`$pos$$ = 1, TypeSystem`NestedGrid`PackagePrivate`$grid$$ = DynamicModule[{ TypeSystem`NestedGrid`PackagePrivate`renderedGrid = Deploy[ Style[ Grid[{{ Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox["\"Letter\"", FontColor -> GrayLevel[0.4]]], {{ 20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"Letter\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "Letter"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "Letter"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"HorizontalPosition\"", FontColor -> GrayLevel[0.4]]], {{20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"HorizontalPosition\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "HorizontalPosition"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "HorizontalPosition"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"VerticalPosition\"", FontColor -> GrayLevel[0.4]]], {{ 20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"VerticalPosition\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "VerticalPosition"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "VerticalPosition"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox["\"Width\"", FontColor -> GrayLevel[0.4]]], {{ 20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"Width\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "Width"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "Width"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox["\"Height\"", FontColor -> GrayLevel[0.4]]], {{ 20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"Height\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "Height"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "Height"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"PixelTotal\"", FontColor -> GrayLevel[0.4]]], {{ 20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"PixelTotal\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "PixelTotal"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "PixelTotal"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"MeanXPixels\"", FontColor -> GrayLevel[0.4]]], {{ 20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"MeanXPixels\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "MeanXPixels"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "MeanXPixels"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"MeanYPixels\"", FontColor -> GrayLevel[0.4]]], {{ 20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"MeanYPixels\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "MeanYPixels"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "MeanYPixels"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"MeanXVariance\"", FontColor -> GrayLevel[0.4]]], {{ 20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"MeanXVariance\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "MeanXVariance"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "MeanXVariance"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"MeanYVariance\"", FontColor -> GrayLevel[0.4]]], {{ 20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"MeanYVariance\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "MeanYVariance"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "MeanYVariance"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"MeanXYCorrelation\"", FontColor -> GrayLevel[0.4]]], {{ 20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"MeanXYCorrelation\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "MeanXYCorrelation"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "MeanXYCorrelation"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"MeanX*X*Y\"", FontColor -> GrayLevel[0.4]]], {{ 20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"MeanX*X*Y\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "MeanX*X*Y"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "MeanX*X*Y"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"MeanX*Y*Y\"", FontColor -> GrayLevel[0.4]]], {{ 20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"MeanX*Y*Y\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "MeanX*Y*Y"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "MeanX*Y*Y"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"MeanEdgeCountLeftToRight\"", FontColor -> GrayLevel[0.4]]], {{20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"MeanEdgeCountLeftToRight\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "MeanEdgeCountLeftToRight"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "MeanEdgeCountLeftToRight"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"CorrelationX-EdgeY\"", FontColor -> GrayLevel[0.4]]], {{20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"CorrelationX-EdgeY\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "CorrelationX-EdgeY"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "CorrelationX-EdgeY"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"MeanEdgeCountBottomToTop\"", FontColor -> GrayLevel[0.4]]], {{20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"MeanEdgeCountBottomToTop\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "MeanEdgeCountBottomToTop"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "MeanEdgeCountBottomToTop"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"CorrelationY-EdgeX\"", FontColor -> GrayLevel[0.4]]], {{20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"CorrelationY-EdgeX\"", FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][{All, "CorrelationY-EdgeX"}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[All, "CorrelationY-EdgeX"]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}]}, { Pane[ Annotation["L", TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["Letter"]]], "Mouse"], ImageSize -> {{28.800000000000004`, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["2"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["HorizontalPosition"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["7"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["VerticalPosition"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["2"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["Width"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["5"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["Height"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["1"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["PixelTotal"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["0"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["MeanXPixels"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["2"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["MeanYPixels"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["5"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["MeanXVariance"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["6"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["MeanYVariance"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["0"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["MeanXYCorrelation"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["0"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["MeanX*X*Y"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["7"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["MeanX*Y*Y"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["0"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["MeanEdgeCountLeftToRight"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["8"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["CorrelationX-EdgeY"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["0"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["MeanEdgeCountBottomToTop"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["8"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[1, Key["CorrelationY-EdgeX"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}]}, { Pane[ Annotation["U", TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["Letter"]]], "Mouse"], ImageSize -> {{28.800000000000004`, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["10"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["HorizontalPosition"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["13"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["VerticalPosition"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["9"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["Width"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["7"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["Height"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["4"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["PixelTotal"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["6"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["MeanXPixels"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["4"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["MeanYPixels"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["5"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["MeanXVariance"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["5"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["MeanYVariance"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["4"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["MeanXYCorrelation"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["8"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["MeanX*X*Y"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["7"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["MeanX*Y*Y"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["6"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["MeanEdgeCountLeftToRight"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["7"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["CorrelationX-EdgeY"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["2"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["MeanEdgeCountBottomToTop"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["7"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[2, Key["CorrelationY-EdgeX"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}]}, { Pane[ Annotation["R", TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["Letter"]]], "Mouse"], ImageSize -> {{28.800000000000004`, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["2"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["HorizontalPosition"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["3"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["VerticalPosition"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["3"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["Width"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["2"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["Height"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["2"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["PixelTotal"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["6"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["MeanXPixels"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["8"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["MeanYPixels"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["4"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["MeanXVariance"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["5"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["MeanYVariance"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["7"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["MeanXYCorrelation"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["5"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["MeanX*X*Y"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["7"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["MeanX*Y*Y"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["2"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["MeanEdgeCountLeftToRight"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["7"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["CorrelationX-EdgeY"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["3"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["MeanEdgeCountBottomToTop"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["8"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[3, Key["CorrelationY-EdgeX"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}]}, { Pane[ Annotation["U", TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["Letter"]]], "Mouse"], ImageSize -> {{28.800000000000004`, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["9"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["HorizontalPosition"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["12"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["VerticalPosition"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["8"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["Width"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["7"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["Height"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["3"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["PixelTotal"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["6"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["MeanXPixels"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["5"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["MeanYPixels"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["4"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["MeanXVariance"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["6"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["MeanYVariance"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["3"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["MeanXYCorrelation"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["8"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["MeanX*X*Y"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["6"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["MeanX*Y*Y"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["6"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["MeanEdgeCountLeftToRight"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["7"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["CorrelationX-EdgeY"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["2"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["MeanEdgeCountBottomToTop"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["7"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[4, Key["CorrelationY-EdgeX"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}]}, { Pane[ Annotation["V", TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["Letter"]]], "Mouse"], ImageSize -> {{28.800000000000004`, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["5"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["HorizontalPosition"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["11"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["VerticalPosition"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["8"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["Width"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["8"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["Height"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["2"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["PixelTotal"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["8"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["MeanXPixels"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["8"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["MeanYPixels"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["5"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["MeanXVariance"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["3"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["MeanYVariance"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["6"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["MeanXYCorrelation"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["14"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["MeanX*X*Y"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["8"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["MeanX*Y*Y"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["3"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["MeanEdgeCountLeftToRight"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["9"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["CorrelationX-EdgeY"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["0"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["MeanEdgeCountBottomToTop"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["8"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ GeneralUtilities`Slice[5, Key["CorrelationY-EdgeX"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}]}}, BaseStyle -> {ContextMenu -> { MenuItem["Copy position to clipboard", KernelExecute[ TypeSystem`NestedGrid`PackagePrivate`toCurrentPosition[ TypeSystem`NestedGrid`PackagePrivate`copyClip]], MenuEvaluator -> Automatic], MenuItem["Copy data to clipboard", KernelExecute[ TypeSystem`NestedGrid`PackagePrivate`toCurrentData[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`copyClip]], MenuEvaluator -> Automatic], Delimiter, MenuItem["Paste position in new cell", KernelExecute[ TypeSystem`NestedGrid`PackagePrivate`toCurrentPosition[ TypeSystem`NestedGrid`PackagePrivate`cellPaste]], MenuEvaluator -> Automatic], MenuItem["Paste data in new cell", KernelExecute[ TypeSystem`NestedGrid`PackagePrivate`toCurrentData[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`cellPaste]], MenuEvaluator -> Automatic]}, FontFamily -> "Verdana", FontSize -> 12}, Alignment -> Left, RowMinHeight -> 1.5, Dividers -> All, FrameStyle -> GrayLevel[0.85], BaseStyle -> {FontFamily -> "Verdana", FontSize -> 12}], LineBreakWithin -> False, ContextMenu -> {}, NumberMarks -> False, ShowAutoStyles -> False]], TypeSystem`NestedGrid`PackagePrivate`initialQ = True, TypeSystem`NestedGrid`PackagePrivate`self = $Failed}, Dynamic[ TypeSystem`NestedGrid`PackagePrivate`setupViewPath[ TypeSystem`NestedGrid`PackagePrivate`$path$$, If[ Not[TypeSystem`NestedGrid`PackagePrivate`initialQ], Module[{TypeSystem`NestedGrid`PackagePrivate`tmpGrid$ = $Failed, TypeSystem`NestedGrid`PackagePrivate`tmpData$ = TypeSystem`NestedGrid`PackagePrivate`LookupCacheValue[ TypeSystem`NestedGrid`PackagePrivate`$state$$["Data"]]}, TypeSystem`NestedGrid`PackagePrivate`tmpGrid$ = If[TypeSystem`NestedGrid`PackagePrivate`tmpData$ === TypeSystem`NestedGrid`PackagePrivate`$NotCached, TypeSystem`NestedGrid`PackagePrivate`renderedGrid, TypeSystem`NestedGrid`PackagePrivate`renderGrid[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209][ TypeSystem`NestedGrid`PackagePrivate`tmpData$]]; If[ Not[ FailureQ[TypeSystem`NestedGrid`PackagePrivate`tmpGrid$]], TypeSystem`NestedGrid`PackagePrivate`renderedGrid = TypeSystem`NestedGrid`PackagePrivate`tmpGrid$]; Null]]; TypeSystem`NestedGrid`PackagePrivate`initialQ = False; TypeSystem`NestedGrid`PackagePrivate`$pos$$; If[ FailureQ[TypeSystem`NestedGrid`PackagePrivate`renderedGrid], TypeSystem`SparseGrid[ TypeSystem`H["(data no longer present)"]], If[GeneralUtilities`$DebugMode, Row[{TypeSystem`NestedGrid`PackagePrivate`renderedGrid, " ", TypeSystem`NestedGrid`PackagePrivate`formatState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$]}], TypeSystem`NestedGrid`PackagePrivate`renderedGrid]]], TrackedSymbols :> {TypeSystem`NestedGrid`PackagePrivate`$pos$$}], DynamicModuleValues :> {}], TypeSystem`NestedGrid`PackagePrivate`$posCell$$, TypeSystem`NestedGrid`PackagePrivate`$topBar$$ = Dynamic[ TypeSystem`NestedGrid`PackagePrivate`alignBar[ TypeSystem`NestedGrid`PackagePrivate`$state$$][ TypeSystem`NestedGrid`PackagePrivate`makeFramedBar[ TypeSystem`PackageScope`Pathbar[ TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 1310551209]]]], TrackedSymbols :> {TypeSystem`NestedGrid`PackagePrivate`$path$$}], TypeSystem`NestedGrid`PackagePrivate`$bottomBar$$ = Framed[ Dynamic[ Replace[ MouseAnnotation[Null], { TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][Null] -> "", TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[1310551209][ Pattern[TypeSystem`NestedGrid`PackagePrivate`path, Blank[]]] :> ( TypeSystem`NestedGrid`PackagePrivate`$lastPath = TypeSystem`NestedGrid`PackagePrivate`path; TypeSystem`NestedGrid`PackagePrivate`makePathTrail[ TypeSystem`NestedGrid`PackagePrivate`path, TypeSystem`NestedGrid`PackagePrivate`makePathElements]), Null :> Spacer[10], Blank[] :> Spacer[10]}], TrackedSymbols :> {}], FrameStyle -> None, ImageMargins -> 0, FrameMargins -> 0, Alignment -> Top, ImageSize -> {Automatic, 14}]}, DynamicBox[ ToBoxes[ Column[ If[TypeSystem`NestedGrid`PackagePrivate`$path$$ == {}, { TypeSystem`NestedGrid`PackagePrivate`displayScrollBar[ TypeSystem`NestedGrid`PackagePrivate`$grid$$, TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$], TypeSystem`NestedGrid`PackagePrivate`onDesktopShow[ TypeSystem`NestedGrid`PackagePrivate`alignBar[ TypeSystem`NestedGrid`PackagePrivate`$state$$][ TypeSystem`NestedGrid`PackagePrivate`$bottomBar$$]]}, { TypeSystem`NestedGrid`PackagePrivate`$topBar$$, TypeSystem`NestedGrid`PackagePrivate`displayScrollBar[ TypeSystem`NestedGrid`PackagePrivate`$grid$$, TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$], TypeSystem`NestedGrid`PackagePrivate`onDesktopShow[ TypeSystem`NestedGrid`PackagePrivate`alignBar[ TypeSystem`NestedGrid`PackagePrivate`$state$$][ TypeSystem`NestedGrid`PackagePrivate`$bottomBar$$]]}], Spacings -> If[ TypeSystem`NestedGrid`PackagePrivate`$path$$ == {}, 0, {{}, {0, 0.05, 0}}]], StandardForm], ImageSizeCache -> {1684., {79.634033203125, 85.365966796875}}, TrackedSymbols :> { TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$}], BaseStyle -> {LineBreakWithin -> False}, Deinitialization :> TypeSystem`NestedGrid`PackagePrivate`deleteState[ TypeSystem`NestedGrid`PackagePrivate`$state$$], DynamicModuleValues :> {}, Initialization :> Block[{$ContextPath = $ContextPath}, Needs["TypeSystem`"]]], Deploy, DefaultBaseStyle -> "Deploy"]}, "CopyTag", DisplayFunction->(#& ), InterpretationFunction->("Dataset[<>]"& )]], "Output", CellChangeTimes->{{3.696377005707614*^9, 3.69637702247129*^9}, { 3.696377225845625*^9, 3.696377236186659*^9}, 3.696377278504891*^9, { 3.696377319054945*^9, 3.6963773247475147`*^9}, 3.6963774601870575`*^9, { 3.696377490692107*^9, 3.696377510279066*^9}, 3.768241687693944*^9, 3.768241742497905*^9, 3.769268486458295*^9, 3.769270898758438*^9}, CellLabel->"Out[8]="] }, Open ]] }, Open ]], Cell[CellGroupData[{ Cell["Analysis", "Subsection", CellChangeTimes->{{3.7344505838292418`*^9, 3.734450585365676*^9}}], Cell["Train a classifier:", "Text", CellChangeTimes->{{3.713196945157381*^9, 3.7131969485401697`*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"c", "=", RowBox[{"Classify", "[", RowBox[{"ResourceData", "[", RowBox[{"\"\\"", ",", "\"\\""}], "]"}], "]"}]}]], "Input", CellChangeTimes->{{3.696377005707614*^9, 3.69637702247129*^9}, { 3.696377225845625*^9, 3.696377236186659*^9}, 3.696377278504891*^9, { 3.696377319054945*^9, 3.6963773247475147`*^9}, 3.6963774601870575`*^9, { 3.696377490692107*^9, 3.696377510279066*^9}, {3.713197101287043*^9, 3.713197102383141*^9}, {3.734450630885433*^9, 3.734450633571824*^9}, { 3.734452917018888*^9, 3.734452924949745*^9}, 3.767025439035489*^9, { 3.7682421671366177`*^9, 3.768242168189941*^9}, 3.769271406465795*^9}], Cell[BoxData[ TagBox[ TemplateBox[{RowBox[{ StyleBox[ TagBox["ClassifierFunction", "SummaryHead"], "NonInterpretableSummary"], StyleBox["[", "NonInterpretableSummary"], DynamicModuleBox[{ Typeset`open$$ = False, Typeset`embedState$$ = "Ready"}, TemplateBox[{ TemplateBox[{ PaneSelectorBox[{False -> GridBox[{{ PaneBox[ ButtonBox[ DynamicBox[ FEPrivate`FrontEndResource[ "FEBitmaps", "SquarePlusIconMedium"]], ButtonFunction :> (Typeset`open$$ = True), Appearance -> None, Evaluator -> Automatic, Method -> "Preemptive"], Alignment -> {Center, Center}, ImageSize -> Dynamic[{ Automatic, 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ Magnification])}]], GraphicsBox[{{ PointSize[0.13], GrayLevel[0.45], PointBox[{{0.9821769431797024, -0.440194219686987}, { 1.1339776261519132`, 0.8056918676854272}, { 0.5279892326667741, 0.6574306661126254}, { 0.022147046479890797`, 1.4937877187998898`}}], GrayLevel[0.7], PointBox[{{-0.9815166384819979, 0.15045697525228735`}, {-0.5923526886966953, \ -0.33441771553094035`}, {-0.005656646679640442, -1.462421365651345}, \ {-1.0734370436522753`, -1.3729645043477454`}}]}, { GrayLevel[0.55], AbsoluteThickness[1.5], LineBox[{{-1., 1.5}, {1, -1.6}}]}}, { Axes -> {False, False}, AxesLabel -> {None, None}, AxesOrigin -> {0, 0}, BaseStyle -> {FontFamily -> "Arial", AbsoluteThickness[1.5]}, DisplayFunction -> Identity, Frame -> {{True, True}, {True, True}}, FrameLabel -> {{None, None}, {None, None}}, FrameStyle -> Directive[ Thickness[Tiny], GrayLevel[0.7]], FrameTicks -> {{None, None}, {None, None}}, GridLines -> {None, None}, LabelStyle -> {FontFamily -> "Arial"}, Method -> {"ScalingFunctions" -> None}, PlotRange -> {{-1., 1}, {-1.3, 1.1}}, PlotRangeClipping -> True, PlotRangePadding -> {{0.7, 0.7}, {0.7, 0.7}}, Ticks -> {None, None}}, Axes -> False, AspectRatio -> 1, ImageSize -> Dynamic[{ Automatic, 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ Magnification])}], Frame -> True, FrameTicks -> None, FrameStyle -> Directive[ Opacity[0.5], Thickness[Tiny], RGBColor[0.368417, 0.506779, 0.709798]], Background -> GrayLevel[0.94]], GridBox[{{ RowBox[{ TagBox["\"Input type: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox[ TagBox[ TooltipBox[ TemplateBox[{"\"Mixed\"", StyleBox[ TemplateBox[{"\" (number: \"", "16", "\")\""}, "RowDefault"], GrayLevel[0.5], StripOnInput -> False]}, "RowDefault"], TagBox[ RowBox[{"{", RowBox[{"\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\""}], "}"}], Short[#, 10]& ]], Annotation[#, Short[{"Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical"}, 10], "Tooltip"]& ], "SummaryItem"]}]}, { RowBox[{ TagBox[ "\"Number of classes: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox[ TagBox[ TooltipBox["26", TagBox[ RowBox[{"{", RowBox[{"\"A\"", ",", "\"B\"", ",", "\"C\"", ",", "\"D\"", ",", "\"E\"", ",", "\"F\"", ",", "\"G\"", ",", "\"H\"", ",", "\"I\"", ",", "\"J\"", ",", "\"K\"", ",", "\"L\"", ",", "\"M\"", ",", "\"N\"", ",", "\"O\"", ",", "\"P\"", ",", "\"Q\"", ",", "\"R\"", ",", "\"S\"", ",", "\"T\"", ",", "\"U\"", ",", "\"V\"", ",", "\"W\"", ",", "\"X\"", ",", "\"Y\"", ",", "\"Z\""}], "}"}], Short[#, 1]& ]], Annotation[#, Short[{"A", "B", "C", "D", "E", "F", "G", "H", "I", "J", "K", "L", "M", "N", "O", "P", "Q", "R", "S", "T", "U", "V", "W", "X", "Y", "Z"}, 1], "Tooltip"]& ], "SummaryItem"]}]}}, GridBoxAlignment -> { "Columns" -> {{Left}}, "Rows" -> {{Automatic}}}, AutoDelete -> False, GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, GridBoxSpacings -> { "Columns" -> {{2}}, "Rows" -> {{Automatic}}}, BaseStyle -> { ShowStringCharacters -> False, NumberMarks -> False, PrintPrecision -> 3, ShowSyntaxStyles -> False}]}}, GridBoxAlignment -> {"Rows" -> {{Top}}}, AutoDelete -> False, GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, BaselinePosition -> {1, 1}], True -> GridBox[{{ PaneBox[ ButtonBox[ DynamicBox[ FEPrivate`FrontEndResource[ "FEBitmaps", "SquareMinusIconMedium"]], ButtonFunction :> (Typeset`open$$ = False), Appearance -> None, Evaluator -> Automatic, Method -> "Preemptive"], Alignment -> {Center, Center}, ImageSize -> Dynamic[{ Automatic, 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ Magnification])}]], GraphicsBox[{{ PointSize[0.13], GrayLevel[0.45], PointBox[{{0.9821769431797024, -0.440194219686987}, { 1.1339776261519132`, 0.8056918676854272}, { 0.5279892326667741, 0.6574306661126254}, { 0.022147046479890797`, 1.4937877187998898`}}], GrayLevel[0.7], PointBox[{{-0.9815166384819979, 0.15045697525228735`}, {-0.5923526886966953, \ -0.33441771553094035`}, {-0.005656646679640442, -1.462421365651345}, \ {-1.0734370436522753`, -1.3729645043477454`}}]}, { GrayLevel[0.55], AbsoluteThickness[1.5], LineBox[{{-1., 1.5}, {1, -1.6}}]}}, { Axes -> {False, False}, AxesLabel -> {None, None}, AxesOrigin -> {0, 0}, BaseStyle -> {FontFamily -> "Arial", AbsoluteThickness[1.5]}, DisplayFunction -> Identity, Frame -> {{True, True}, {True, True}}, FrameLabel -> {{None, None}, {None, None}}, FrameStyle -> Directive[ Thickness[Tiny], GrayLevel[0.7]], FrameTicks -> {{None, None}, {None, None}}, GridLines -> {None, None}, LabelStyle -> {FontFamily -> "Arial"}, Method -> {"ScalingFunctions" -> None}, PlotRange -> {{-1., 1}, {-1.3, 1.1}}, PlotRangeClipping -> True, PlotRangePadding -> {{0.7, 0.7}, {0.7, 0.7}}, Ticks -> {None, None}}, Axes -> False, AspectRatio -> 1, ImageSize -> Dynamic[{ Automatic, 3.5 (CurrentValue["FontCapHeight"]/AbsoluteCurrentValue[ Magnification])}], Frame -> True, FrameTicks -> None, FrameStyle -> Directive[ Opacity[0.5], Thickness[Tiny], RGBColor[0.368417, 0.506779, 0.709798]], Background -> GrayLevel[0.94]], GridBox[{{ RowBox[{ TagBox["\"Input type: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox[ TagBox[ TooltipBox[ TemplateBox[{"\"Mixed\"", StyleBox[ TemplateBox[{"\" (number: \"", "16", "\")\""}, "RowDefault"], GrayLevel[0.5], StripOnInput -> False]}, "RowDefault"], TagBox[ RowBox[{"{", RowBox[{"\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\""}], "}"}], Short[#, 10]& ]], Annotation[#, Short[{"Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical"}, 10], "Tooltip"]& ], "SummaryItem"]}]}, { RowBox[{ TagBox[ "\"Number of classes: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox[ TagBox[ TooltipBox["26", TagBox[ RowBox[{"{", RowBox[{"\"A\"", ",", "\"B\"", ",", "\"C\"", ",", "\"D\"", ",", "\"E\"", ",", "\"F\"", ",", "\"G\"", ",", "\"H\"", ",", "\"I\"", ",", "\"J\"", ",", "\"K\"", ",", "\"L\"", ",", "\"M\"", ",", "\"N\"", ",", "\"O\"", ",", "\"P\"", ",", "\"Q\"", ",", "\"R\"", ",", "\"S\"", ",", "\"T\"", ",", "\"U\"", ",", "\"V\"", ",", "\"W\"", ",", "\"X\"", ",", "\"Y\"", ",", "\"Z\""}], "}"}], Short[#, 1]& ]], Annotation[#, Short[{"A", "B", "C", "D", "E", "F", "G", "H", "I", "J", "K", "L", "M", "N", "O", "P", "Q", "R", "S", "T", "U", "V", "W", "X", "Y", "Z"}, 1], "Tooltip"]& ], "SummaryItem"]}]}, { RowBox[{ TagBox["\"Method: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox["\"NearestNeighbors\"", "SummaryItem"]}]}, { RowBox[{ TagBox[ "\"Number of training examples: \"", "SummaryItemAnnotation"], "\[InvisibleSpace]", TagBox["16000", "SummaryItem"]}]}}, GridBoxAlignment -> { "Columns" -> {{Left}}, "Rows" -> {{Automatic}}}, AutoDelete -> False, GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, GridBoxSpacings -> { "Columns" -> {{2}}, "Rows" -> {{Automatic}}}, BaseStyle -> { ShowStringCharacters -> False, NumberMarks -> False, PrintPrecision -> 3, ShowSyntaxStyles -> False}]}}, GridBoxAlignment -> {"Rows" -> {{Top}}}, AutoDelete -> False, GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}, BaselinePosition -> {1, 1}]}, Dynamic[Typeset`open$$], ImageSize -> Automatic]}, "SummaryPanel"], ButtonBox[ DynamicBox[ ToBoxes[ If[ Or[$VersionNumber < 11.2, CurrentValue["RunningEvaluator"] =!= "Local"], Style["This object cannot be used as input.", "SummaryEmbed"], BoxForm`EmbedSummaryLabel[ClassifierFunction, 2533248, Dynamic[Typeset`embedState$$]]], StandardForm]], ButtonFunction :> BoxForm`EmbedSummaryInterpretation[ ClassifierFunction, 10734013226476542359814104411011327019964542571761445830992, EvaluationBox[], Dynamic[Typeset`embedState$$], StandardForm], DefaultBaseStyle -> "SummaryEmbedButton", BaseStyle -> {"DialogStyle"}, Enabled -> Dynamic[ And[$VersionNumber >= 11.2, CurrentValue["RunningEvaluator"] === "Local", Typeset`embedState$$ === "Ready"]], Appearance -> Inherited, Method -> Inherited, Evaluator -> Automatic]}, "SummaryEmbedGrid"], DynamicModuleValues :> {}], StyleBox["]", "NonInterpretableSummary"]}]}, "CopyTag", DisplayFunction->(#& ), InterpretationFunction->("ClassifierFunction[\[Ellipsis]]"& )], False, BoxID -> 10734013226476542359814104411011327019964542571761445830992, Editable->False, SelectWithContents->True, Selectable->False]], "Output", CellChangeTimes->{{3.696377005707614*^9, 3.69637702247129*^9}, { 3.696377225845625*^9, 3.696377236186659*^9}, 3.696377278504891*^9, { 3.696377319054945*^9, 3.6963773247475147`*^9}, 3.6963774601870575`*^9, { 3.696377490692107*^9, 3.696377510279066*^9}, 3.713197105615529*^9, { 3.713197915001519*^9, 3.713197933829874*^9}, 3.7344506426411057`*^9, 3.734452937882428*^9, 3.767025459054368*^9, 3.768241762638834*^9, 3.768241826709983*^9, {3.768242064586933*^9, 3.768242093732809*^9}, 3.768242252975402*^9, 3.769268506274474*^9, 3.7692709149732924`*^9, 3.76927097595341*^9, 3.7692710611872387`*^9}, CellLabel->"Out[12]="] }, Open ]], Cell["Obtain general information about the classifier:", "Text", CellGroupingRules->"NormalGrouping", CellChangeTimes->{{3.696186645510051*^9, 3.6961866545240507`*^9}, 3.696187841532233*^9, {3.71128527965788*^9, 3.711285285119906*^9}, { 3.711285447027969*^9, 3.711285483545949*^9}, 3.712687241446938*^9, { 3.7126873730923557`*^9, 3.712687384786381*^9}, 3.712921313992691*^9, { 3.713033977906179*^9, 3.7130339805283833`*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{"Information", "[", "c", "]"}]], "Input", CellChangeTimes->{{3.696377005707614*^9, 3.69637702247129*^9}, { 3.696377225845625*^9, 3.696377236186659*^9}, 3.696377278504891*^9, { 3.696377319054945*^9, 3.6963773247475147`*^9}, 3.6963774601870575`*^9, { 3.696377490692107*^9, 3.696377510279066*^9}, {3.7112918457612*^9, 3.711291849316403*^9}, {3.7131008479238567`*^9, 3.7131008646456327`*^9}, { 3.767025466188624*^9, 3.7670254679783773`*^9}}, CellLabel->"In[13]:="], Cell[BoxData[ TagBox[ StyleBox[ FrameBox[GridBox[{ { ItemBox[ FrameBox[ StyleBox["\<\"Classifier information\"\>", "SuggestionsBarText", StripOnInput->False, FontSize->12], FrameMargins->{{10, 5}, {-4, 2}}, FrameStyle->None, StripOnInput->False], Alignment->{Left, Bottom}, Background->RGBColor[0.96, 0.96, 0.96], Frame->{{False, False}, {True, False}}, FrameStyle->Opacity[0.1], ItemSize->{Automatic, 1}, StripOnInput->False]}, { ItemBox[ TagBox[ FrameBox[ TagBox[GridBox[{ { TemplateBox[{ TemplateBox[{5}, "Spacer1"],StyleBox["\"Data type\"", GrayLevel[0.4], StripOnInput -> False]}, "RowDefault"], TagBox[ TooltipBox[ TemplateBox[{"\"Mixed\"",StyleBox[ TemplateBox[{"\" (number: \"", "16", "\")\""}, "RowDefault"], GrayLevel[0.5], StripOnInput -> False]}, "RowDefault"], TagBox[ RowBox[{"{", RowBox[{ "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\"", ",", "\"Numerical\""}], "}"}], Short[#, 10]& ]], Annotation[#, Short[{"Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical", "Numerical"}, 10], "Tooltip"]& ]}, { TemplateBox[{ TemplateBox[{5}, "Spacer1"],StyleBox["\"Number of classes\"", GrayLevel[0.4], StripOnInput -> False]}, "RowDefault"], TagBox[ TooltipBox["26", TagBox[ RowBox[{"{", RowBox[{ "\"A\"", ",", "\"B\"", ",", "\"C\"", ",", "\"D\"", ",", "\"E\"", ",", "\"F\"", ",", "\"G\"", ",", "\"H\"", ",", "\"I\"", ",", "\"J\"", ",", "\"K\"", ",", "\"L\"", ",", "\"M\"", ",", "\"N\"", ",", "\"O\"", ",", "\"P\"", ",", "\"Q\"", ",", "\"R\"", ",", "\"S\"", ",", "\"T\"", ",", "\"U\"", ",", "\"V\"", ",", "\"W\"", ",", "\"X\"", ",", "\"Y\"", ",", "\"Z\""}], "}"}], Short[#, 1]& ]], Annotation[#, Short[{"A", "B", "C", "D", "E", "F", "G", "H", "I", "J", "K", "L", "M", "N", "O", "P", "Q", "R", "S", "T", "U", "V", "W", "X", "Y", "Z"}, 1], "Tooltip"]& ]}, { TemplateBox[{ TemplateBox[{5}, "Spacer1"],StyleBox["\"Accuracy\"", GrayLevel[0.4], StripOnInput -> False]}, "RowDefault"], TemplateBox[{InterpretationBox[ RowBox[{"(", TemplateBox[{"94.3", "1.0"}, "Around"], ")"}], Around[94.3083366721373721475`3., 1.0145222652052487966`3.]], "\"%\"","percent","\"Percent\""}, "QuantityPostfix"]}, { TemplateBox[{ TemplateBox[{5}, "Spacer1"],StyleBox["\"Method\"", GrayLevel[0.4], StripOnInput -> False]}, "RowDefault"], TagBox[ TooltipBox["\<\"NearestNeighbors\"\>", TemplateBox[{ TagBox[ DynamicModuleBox[{ TypeSystem`NestedGrid`PackagePrivate`$state$$ = Data`UnorderedAssociation[ "RowCount" -> 20, "Length" -> 3, "InitialType" -> TypeSystem`Struct[{ "NeighborsNumber", "DistributionSmoothing", "NearestMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`Atom[String]}], "Shape" -> TypeSystem`PackageScope`DocumentShape[ Association[{"NeighborsNumber"} -> TypeSystem`PackageScope`AtomShape[34], { "DistributionSmoothing"} -> TypeSystem`PackageScope`AtomShape[60], {"NearestMethod"} -> TypeSystem`PackageScope`AtomShape[38.400000000000006`]], 1], "InitialData" -> TypeSystem`PackageScope`CacheHandle[1929029978], "Type" -> TypeSystem`Struct[{ "NeighborsNumber", "DistributionSmoothing", "NearestMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`Atom[String]}], "HandleQ" -> True, "RowTarget" -> 20, "Data" -> TypeSystem`PackageScope`CacheHandle[1929029978]], TypeSystem`NestedGrid`PackagePrivate`$path$$ = {}, TypeSystem`NestedGrid`PackagePrivate`$pos$$ = 1, TypeSystem`NestedGrid`PackagePrivate`$grid$$ = DynamicModule[{ TypeSystem`NestedGrid`PackagePrivate`renderedGrid = Deploy[ Style[ Grid[{{ Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"NeighborsNumber\"", FontColor -> GrayLevel[0.4]]], {{ 20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"NeighborsNumber\"", FontColor -> RGBColor[0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 644026798][{ Key["NeighborsNumber"]}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[ 644026798][ GeneralUtilities`Slice[ Key["NeighborsNumber"]]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["5"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[ 644026798][ GeneralUtilities`Slice[ Key["NeighborsNumber"]]], "Mouse"], ImageSize -> {{34, Full}, Automatic}, Alignment -> {Left, Baseline}]}, { Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"DistributionSmoothing\"", FontColor -> GrayLevel[0.4]]], {{20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"DistributionSmoothing\"", FontColor -> RGBColor[0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 644026798][{ Key["DistributionSmoothing"]}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[ 644026798][ GeneralUtilities`Slice[ Key["DistributionSmoothing"]]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Pane[ Annotation[ RawBoxes["0.5"], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[ 644026798][ GeneralUtilities`Slice[ Key["DistributionSmoothing"]]], "Mouse"], ImageSize -> {{60, Full}, Automatic}, Alignment -> {Left, Baseline}]}, { Item[ Annotation[ EventHandler[ MouseAppearance[ Mouseover[ Pane[ RawBoxes[ StyleBox[ "\"NearestMethod\"", FontColor -> GrayLevel[0.4]]], {{ 20, Full}, 15}], Style[ Pane[ RawBoxes[ StyleBox[ "\"NearestMethod\"", FontColor -> RGBColor[0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], {{20, Full}, 15}], FontColor -> RGBColor[0.27450980392156865`, 0.5372549019607843, 0.792156862745098]]], "LinkHand"], {"MouseClicked", 1} :> TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 644026798][{ Key["NearestMethod"]}]], TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[ 644026798][ GeneralUtilities`Slice[ Key["NearestMethod"]]], "Mouse"], Background -> GrayLevel[0.95], Alignment -> {Left, Baseline}], Pane[ Annotation["Scan", TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[ 644026798][ GeneralUtilities`Slice[ Key["NearestMethod"]]], "Mouse"], ImageSize -> {{38.400000000000006`, Full}, Automatic}, Alignment -> {Left, Baseline}]}}, BaseStyle -> {ContextMenu -> { MenuItem["Copy position to clipboard", KernelExecute[ TypeSystem`NestedGrid`PackagePrivate`toCurrentPosition[ TypeSystem`NestedGrid`PackagePrivate`copyClip]], MenuEvaluator -> Automatic], MenuItem["Copy data to clipboard", KernelExecute[ TypeSystem`NestedGrid`PackagePrivate`toCurrentData[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`copyClip]], MenuEvaluator -> Automatic], Delimiter, MenuItem["Paste position in new cell", KernelExecute[ TypeSystem`NestedGrid`PackagePrivate`toCurrentPosition[ TypeSystem`NestedGrid`PackagePrivate`cellPaste]], MenuEvaluator -> Automatic], MenuItem["Paste data in new cell", KernelExecute[ TypeSystem`NestedGrid`PackagePrivate`toCurrentData[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`cellPaste]], MenuEvaluator -> Automatic]}, FontFamily -> "Verdana", FontSize -> 12}, Alignment -> Left, RowMinHeight -> 1.5, Dividers -> All, FrameStyle -> GrayLevel[0.85], BaseStyle -> {FontFamily -> "Verdana", FontSize -> 12}], LineBreakWithin -> False, ContextMenu -> {}, NumberMarks -> False, ShowAutoStyles -> False]], TypeSystem`NestedGrid`PackagePrivate`initialQ = True, TypeSystem`NestedGrid`PackagePrivate`self = $Failed}, Dynamic[ TypeSystem`NestedGrid`PackagePrivate`setupViewPath[ TypeSystem`NestedGrid`PackagePrivate`$path$$, If[ Not[TypeSystem`NestedGrid`PackagePrivate`initialQ], Module[{ TypeSystem`NestedGrid`PackagePrivate`tmpGrid$ = $Failed, TypeSystem`NestedGrid`PackagePrivate`tmpData$ = TypeSystem`NestedGrid`PackagePrivate`LookupCacheValue[ TypeSystem`NestedGrid`PackagePrivate`$state$$["Data"]]}, TypeSystem`NestedGrid`PackagePrivate`tmpGrid$ = If[TypeSystem`NestedGrid`PackagePrivate`tmpData$ === TypeSystem`NestedGrid`PackagePrivate`$NotCached, TypeSystem`NestedGrid`PackagePrivate`renderedGrid, TypeSystem`NestedGrid`PackagePrivate`renderGrid[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 644026798][ TypeSystem`NestedGrid`PackagePrivate`tmpData$]]; If[ Not[ FailureQ[TypeSystem`NestedGrid`PackagePrivate`tmpGrid$]], TypeSystem`NestedGrid`PackagePrivate`renderedGrid = TypeSystem`NestedGrid`PackagePrivate`tmpGrid$]; Null]]; TypeSystem`NestedGrid`PackagePrivate`initialQ = False; TypeSystem`NestedGrid`PackagePrivate`$pos$$; If[ FailureQ[ TypeSystem`NestedGrid`PackagePrivate`renderedGrid], TypeSystem`SparseGrid[ TypeSystem`H["(data no longer present)"]], If[GeneralUtilities`$DebugMode, Row[{TypeSystem`NestedGrid`PackagePrivate`renderedGrid, " ", TypeSystem`NestedGrid`PackagePrivate`formatState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$]}], TypeSystem`NestedGrid`PackagePrivate`renderedGrid]]], TrackedSymbols :> { TypeSystem`NestedGrid`PackagePrivate`$pos$$}], DynamicModuleValues :> {}], TypeSystem`NestedGrid`PackagePrivate`$posCell$$, TypeSystem`NestedGrid`PackagePrivate`$topBar$$ = Dynamic[ TypeSystem`NestedGrid`PackagePrivate`alignBar[ TypeSystem`NestedGrid`PackagePrivate`$state$$][ TypeSystem`NestedGrid`PackagePrivate`makeFramedBar[ TypeSystem`PackageScope`Pathbar[ TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`updateState[ TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$path$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$, 644026798]]]], TrackedSymbols :> { TypeSystem`NestedGrid`PackagePrivate`$path$$}], TypeSystem`NestedGrid`PackagePrivate`$bottomBar$$ = Framed[ Dynamic[ Replace[ MouseAnnotation[Null], { TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[ 644026798][Null] -> "", TypeSystem`NestedGrid`PackagePrivate`$SliceMarker[ 644026798][ Pattern[TypeSystem`NestedGrid`PackagePrivate`path, Blank[]]] :> ( TypeSystem`NestedGrid`PackagePrivate`$lastPath = TypeSystem`NestedGrid`PackagePrivate`path; TypeSystem`NestedGrid`PackagePrivate`makePathTrail[ TypeSystem`NestedGrid`PackagePrivate`path, TypeSystem`NestedGrid`PackagePrivate`makePathElements]), Null :> Spacer[10], Blank[] :> Spacer[10]}], TrackedSymbols :> {}], FrameStyle -> None, ImageMargins -> 0, FrameMargins -> 0, Alignment -> Top, ImageSize -> {Automatic, 14}]}, DynamicBox[ ToBoxes[ Column[ If[TypeSystem`NestedGrid`PackagePrivate`$path$$ == {}, { TypeSystem`NestedGrid`PackagePrivate`displayScrollBar[ TypeSystem`NestedGrid`PackagePrivate`$grid$$, TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$], TypeSystem`NestedGrid`PackagePrivate`onDesktopShow[ TypeSystem`NestedGrid`PackagePrivate`alignBar[ TypeSystem`NestedGrid`PackagePrivate`$state$$][ TypeSystem`NestedGrid`PackagePrivate`$bottomBar$$]]}, { TypeSystem`NestedGrid`PackagePrivate`$topBar$$, TypeSystem`NestedGrid`PackagePrivate`displayScrollBar[ TypeSystem`NestedGrid`PackagePrivate`$grid$$, TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$pos$$], TypeSystem`NestedGrid`PackagePrivate`onDesktopShow[ TypeSystem`NestedGrid`PackagePrivate`alignBar[ TypeSystem`NestedGrid`PackagePrivate`$state$$][ TypeSystem`NestedGrid`PackagePrivate`$bottomBar$$]]}], Spacings -> If[TypeSystem`NestedGrid`PackagePrivate`$path$$ == {}, 0, {{}, {0, 0.05, 0}}]], StandardForm], TrackedSymbols :> { TypeSystem`NestedGrid`PackagePrivate`$state$$, TypeSystem`NestedGrid`PackagePrivate`$grid$$}], Initialization :> Block[{$ContextPath = $ContextPath}, Needs["TypeSystem`"]], DynamicModuleValues :> {}, BaseStyle -> {LineBreakWithin -> False}, Deinitialization :> TypeSystem`NestedGrid`PackagePrivate`deleteState[ TypeSystem`NestedGrid`PackagePrivate`$state$$]], Deploy, DefaultBaseStyle -> "Deploy"]}, "CopyTag", DisplayFunction -> (#& ), InterpretationFunction -> ("Dataset[<>]"& )]], Annotation[#, Dataset[ Association[ "NeighborsNumber" -> 5, "DistributionSmoothing" -> 0.5, "NearestMethod" -> "Scan"], TypeSystem`Struct[{ "NeighborsNumber", "DistributionSmoothing", "NearestMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`Atom[String]}], Association["ID" -> 159815904817625]], "Tooltip"]& ]}, { TemplateBox[{ TemplateBox[{5}, "Spacer1"],StyleBox[ "\"Single evaluation time\"", GrayLevel[0.4], StripOnInput -> False]}, "RowDefault"], TemplateBox[{ "1.92`", RowBox[{ "\"ms\"", "\[InvisibleSpace]", "\"/\"", "\[InvisibleSpace]", "\"example\""}],"milliseconds per example",FractionBox[ "\"Milliseconds\"", "\"Examples\""]}, "Quantity"]}, { TemplateBox[{ TemplateBox[{5}, "Spacer1"],StyleBox[ "\"Batch evaluation speed\"", GrayLevel[0.4], StripOnInput -> False]}, "RowDefault"], TemplateBox[{ "15.6`", RowBox[{ "\"examples\"", "\[InvisibleSpace]", "\"/\"", "\[InvisibleSpace]", "\"ms\""}],"examples per millisecond", FractionBox["\"Examples\"", "\"Milliseconds\""]}, "Quantity"]}, { TemplateBox[{TemplateBox[{5}, "Spacer1"],StyleBox[ TagBox[ TooltipBox[ "\"Loss\"", "\"Mean cross entropy\"", LabelStyle -> "TextStyling"], Annotation[#, "Mean cross entropy", "Tooltip"]& ], GrayLevel[0.4], StripOnInput -> False]}, "RowDefault"], TagBox[ TooltipBox[ TemplateBox[{"0.3428018506050473646`3.",StyleBox[ TemplateBox[{ "\" \[PlusMinus] \"", "0.0299063297932780393`2."}, "RowDefault"], {10, Opacity[0.5]}, StripOnInput -> False]}, "RowDefault"], TemplateBox[{ "\"95% confidence interval: [\"", "0.2829891910184912929`3.", "\", \"", "0.4026145101916034363`3.", "\"]\""}, "RowDefault"], TooltipStyle->{}], Annotation[#, Row[{"95% confidence interval: [", 0.2829891910184912929`3., ", ", 0.4026145101916034363`3., "]"}], "Tooltip"]& ]}, { TemplateBox[{ TemplateBox[{5}, "Spacer1"],StyleBox["\"Model memory\"", GrayLevel[0.4], StripOnInput -> False]}, "RowDefault"], TemplateBox[{"2.53`","\"MB\"","megabytes","\"Megabytes\""}, "Quantity"]}, { TemplateBox[{ TemplateBox[{5}, "Spacer1"],StyleBox[ "\"Training examples used\"", GrayLevel[0.4], StripOnInput -> False]}, "RowDefault"], TemplateBox[{"16000","\"examples\"","examples","\"Examples\""}, "Quantity"]}, { TemplateBox[{ TemplateBox[{5}, "Spacer1"],StyleBox["\"Training time\"", GrayLevel[0.4], StripOnInput -> False]}, "RowDefault"], TemplateBox[{"16.8`","\"s\"","seconds","\"Seconds\""}, "Quantity"]}, { ItemBox[ DynamicModuleBox[{ MachineLearning`file12Panel`PackagePrivate`pos$$ = 1}, DynamicBox[ToBoxes[ Show[ Part[{ Graphics[{{{}, {{{}, {}, { Hue[0.67, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.1500173655344632`}, { 4.605170185988092, 1.0331259258663226`}, { 6.396929655216146, 0.07110586247939776}, { 7.824046010856292, -0.27883507410799874`}, { 9.457200449907708, -1.0706026937752797`}}]}}, {{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style[ Graphics[{ EdgeForm[], Disk[{0, 0}]}], GraphicsBoxOptions -> {DefaultBaseStyle -> Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}], {0., 0.}, Automatic, Offset[6.272]], {{{3.2188758248682006`, 1.1500173655344632`}}, {{4.605170185988092, 1.0331259258663226`}}, {{6.396929655216146, 0.07110586247939776}}, {{ 7.824046010856292, -0.27883507410799874`}}, {{ 9.457200449907708, -1.0706026937752797`}}}]}}, {{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, {}}, {{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, {}}}, {{}, {}}}, {{}, {{{}, {}, { Hue[0.67, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]], Line[{{3.2188758248682006`, 1.1450787354970835`}, { 3.2188758248682006`, 1.1549317253179148`}}]}, { Hue[0.9060679774997897, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]], Line[{{4.605170185988092, 0.9854965273837567}, { 4.605170185988092, 1.0785895294798444`}}]}, { Hue[0.1421359549995791, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]], Line[{{6.396929655216146, -0.0457787816136628}, { 6.396929655216146, 0.17574708331639835`}}]}, { Hue[0.37820393249936934`, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]], Line[{{7.824046010856292, -0.3604821927586065}, { 7.824046010856292, -0.203353938376923}}]}, { Hue[0.6142719099991583, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]], Line[{{9.457200449907708, -1.1618859434887994`}, { 9.457200449907708, -0.9869595237216335}}]}}, {{ Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}}, {{ Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[ 0.368417, 0.506779, 0.709798]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, {{ Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[ 0.368417, 0.506779, 0.709798]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, {}}}}, { DisplayFunction -> Identity, DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), Axes -> {True, True}, AxesLabel -> {None, None}, AxesOrigin -> {3.0870091273915943`, -1.193970474848043}, DisplayFunction :> Identity, Frame -> {{True, True}, {True, True}}, FrameLabel -> {{None, None}, { "training examples used", None}}, FrameTicks -> {{Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , {}}, { Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , {}}}, GridLines -> { Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& , Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& }, GridLinesStyle -> Directive[ GrayLevel[0.5, 0.4]], ImageMargins -> 0, ImagePadding -> {{Automatic, 10}, {37, 0}}, ImageSize -> 330, LabelStyle -> 10, Method -> { "OptimizePlotMarkers" -> True, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ (Exp[#]& )[ Part[#, 1]], (Exp[#]& )[ Part[#, 2]]}& ), "CopiedValueFunction" -> ({ (Exp[#]& )[ Part[#, 1]], (Exp[#]& )[ Part[#, 2]]}& )}}, PlotRange -> {{3.0870091273915943`, Log[16000]}, {-1.193970474848043, 1.1500173655344632`}}, PlotRangeClipping -> True, PlotRangePadding -> {{ Scaled[0.02], 0}, { Scaled[0.02], Scaled[0.05]}}, Ticks -> {Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& }}], Graphics[{{}, {{{}, {}, { Hue[0.67, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 0.12008939111416542`}, { 4.605170185988092, 0.4437837846079189}, { 6.396929655216146, 0.7426706717235664}, { 7.824046010856292, 0.8116960214521792}, { 9.457200449907708, 0.9430833667213737}}]}}, {{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style[ Graphics[{ EdgeForm[], Disk[{0, 0}]}], GraphicsBoxOptions -> {DefaultBaseStyle -> Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}], {0., 0.}, Automatic, Offset[6.272]], {{{3.2188758248682006`, 0.12008939111416542`}}, {{4.605170185988092, 0.4437837846079189}}, {{6.396929655216146, 0.7426706717235664}}, {{7.824046010856292, 0.8116960214521792}}, {{9.457200449907708, 0.9430833667213737}}}]}}, {{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, {}}, {{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, {}}}, {{}, {}}}, { DisplayFunction -> Identity, DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), Axes -> {True, True}, AxesLabel -> {None, None}, AxesOrigin -> {3.0870091273915943`, 0}, DisplayFunction :> Identity, Frame -> {{True, True}, {True, True}}, FrameLabel -> {{None, None}, { "training examples used", None}}, FrameTicks -> {{Automatic, None}, {Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , {}}}, GridLines -> { Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& , Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, GridLinesStyle -> Directive[ GrayLevel[0.5, 0.4]], ImageMargins -> 0, ImagePadding -> {{Automatic, 10}, {37, 0}}, ImageSize -> 330, LabelStyle -> 10, Method -> { "OptimizePlotMarkers" -> True, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ (Exp[#]& )[ Part[#, 1]], (Identity[#]& )[ Part[#, 2]]}& ), "CopiedValueFunction" -> ({ (Exp[#]& )[ Part[#, 1]], (Identity[#]& )[ Part[#, 2]]}& )}}, PlotRange -> {{3.0870091273915943`, Log[16000]}, {0, 1}}, PlotRangeClipping -> True, PlotRangePadding -> {{ Scaled[0.02], 0}, { Scaled[0.05], 0}}, Ticks -> {Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , Automatic}}], Graphics[{{{}, {{{}, {}, Tooltip[{ Hue[0.67, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.634608221862396}, { 3.2188758248682006`, 1.634608221862396}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.01, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159820199784921]]}, Center]], Tooltip[{ Hue[0.9060679774997897, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.3686597806612644`}, { 4.605170185988092, 1.0331259258663226`}, { 6.396929655216146, 0.3318758220405985}, { 7.824046010856292, -0.27883507410799874`}, { 9.457200449907708, -1.0706026937752797`}}]}, Column[{ Style["NearestNeighbors", GrayLevel[0], 16], Dataset[ Association[ "NeighborsNumber" -> Automatic, "DistributionSmoothing" -> 0.5, "NearestMethod" -> Automatic], TypeSystem`Struct[{ "NeighborsNumber", "DistributionSmoothing", "NearestMethod"}, {TypeSystem`AnyType, TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159824494752217]]}, Center]], Tooltip[{ Hue[0.1421359549995791, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.186063666807479}, { 4.605170185988092, 1.113348930841963}, {6.396929655216146, 0.8228068367199969}, {7.824046010856292, 0.6076542335596902}}]}, Column[{ Style["DecisionTree", GrayLevel[0], 16], Dataset[ Association[ "DistributionSmoothing" -> 1, "FeatureFraction" -> 1], TypeSystem`Assoc[ TypeSystem`Atom[ TypeSystem`Enumeration[ "DistributionSmoothing", "FeatureFraction"]], TypeSystem`Atom[Integer], 2], Association["ID" -> 159828789719513]]}, Center]], Tooltip[{ Hue[0.37820393249936934`, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.922526, 0.385626, 0.209179], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.1811289410312662`}, { 4.605170185988092, 1.1456088876742776`}, { 6.396929655216146, 0.7219593885186313}, { 7.824046010856292, 0.2200776676962553}, { 9.457200449907708, -0.3958485251854108}}]}, Column[{ Style["RandomForest", GrayLevel[0], 16], Dataset[ Association[ "FeatureFraction" -> Automatic, "LeafSize" -> Automatic, "TreeNumber" -> Automatic, "DistributionSmoothing" -> 0.5], TypeSystem`Struct[{ "FeatureFraction", "LeafSize", "TreeNumber", "DistributionSmoothing"}, { TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`Atom[Real]}], Association["ID" -> 159833084686809]]}, Center]], Tooltip[{ Hue[0.6142719099991583, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.528488, 0.470624, 0.701351], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.1740159008786781`}, { 3.2188758248682006`, 1.1740159008786781`}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 100., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159837379654105]]}, Center]], Tooltip[{ Hue[0.8503398874989481, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.772079, 0.431554, 0.102387], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.1811370611706675`}, { 6.396929655216146, 1.181104016689093}, {7.824046010856292, 1.1809927278619887`}, {9.457200449907708, 1.1804022282947293`}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159841674621401]]}, Center]], Tooltip[{ Hue[0.08640786499873876, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.363898, 0.618501, 0.782349], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 2.432943408934608}, { 4.605170185988092, 2.7993254918845785`}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^-6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159845969588697]]}, Center]], Tooltip[{ Hue[0.3224758424985268, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[1, 0.75, 0], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.1500173655344632`}, { 3.2188758248682006`, 1.1500173655344632`}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159850264555993]]}, Center]], Tooltip[{ Hue[0.5585438199983166, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.647624, 0.37816, 0.614037], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.1803103204760632`}, { 3.2188758248682006`, 1.1803103204760632`}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159854559523289]]}, Center]], Tooltip[{ Hue[0.7946117974981064, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.571589, 0.586483, 0.], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.8622135884777353`}, { 3.2188758248682006`, 1.8622135884777353`}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.001, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159858854490585]]}, Center]], Tooltip[{ Hue[0.030679774997896203`, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.915, 0.3325, 0.2125], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.181137874446829}, { 4.605170185988092, 0.9395621280589431}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 13, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 15, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159863149457881]]}, Center]], Tooltip[{ Hue[0.266747752497686, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.40082222609352647`, 0.5220066643438841, 0.85], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.181137874446829}, { 6.396929655216146, 0.07110586247939776}, { 7.824046010856292, -0.3251679854407092}, { 9.457200449907708, -0.7779597731914337}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 500, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159867444425177]]}, Center]], Tooltip[{ Hue[0.5028157299974758, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[ 0.9728288904374106, 0.621644452187053, 0.07336199581899142], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.181137874446829}, { 3.2188758248682006`, 1.181137874446829}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 60, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159871739392473]]}, Center]], Tooltip[{ Hue[0.7388837074972656, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.736782672705901, 0.358, 0.5030266573755369], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.181137874446829}, { 3.2188758248682006`, 1.181137874446829}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 25, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159876034359769]]}, Center]], Tooltip[{ Hue[0.9749516849970554, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.28026441037696703`, 0.715, 0.4292089322474965], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.1810578911828993`}, { 3.2188758248682006`, 1.1810578911828993`}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159880329327065]]}, Center]], Tooltip[{ Hue[0.21101966249684523`, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 2.339321142655453}, { 3.2188758248682006`, 2.339321142655453}}]}, Column[{ Style["NaiveBayes", GrayLevel[0], 16], Dataset[ Association["SmoothingParameter" -> 0.2], TypeSystem`Assoc[ TypeSystem`Atom[String], TypeSystem`Atom[Real], 1], Association["ID" -> 159884624294361]]}, Center]]}, { Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.634608221862396}}, {{ 3.2188758248682006`, 1.634608221862396}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.01, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159820199784921]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.3686597806612644`}}, {{ 4.605170185988092, 1.0331259258663226`}}, {{ 6.396929655216146, 0.3318758220405985}}, {{ 7.824046010856292, -0.27883507410799874`}}, {{ 9.457200449907708, -1.0706026937752797`}}}]}, Column[{ Style["NearestNeighbors", GrayLevel[0], 16], Dataset[ Association[ "NeighborsNumber" -> Automatic, "DistributionSmoothing" -> 0.5, "NearestMethod" -> Automatic], TypeSystem`Struct[{ "NeighborsNumber", "DistributionSmoothing", "NearestMethod"}, {TypeSystem`AnyType, TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159824494752217]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.186063666807479}}, {{ 4.605170185988092, 1.113348930841963}}, {{ 6.396929655216146, 0.8228068367199969}}, {{ 7.824046010856292, 0.6076542335596902}}}]}, Column[{ Style["DecisionTree", GrayLevel[0], 16], Dataset[ Association[ "DistributionSmoothing" -> 1, "FeatureFraction" -> 1], TypeSystem`Assoc[ TypeSystem`Atom[ TypeSystem`Enumeration[ "DistributionSmoothing", "FeatureFraction"]], TypeSystem`Atom[Integer], 2], Association["ID" -> 159828789719513]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.922526, 0.385626, 0.209179], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.1811289410312662`}}, {{ 4.605170185988092, 1.1456088876742776`}}, {{ 6.396929655216146, 0.7219593885186313}}, {{ 7.824046010856292, 0.2200776676962553}}, {{ 9.457200449907708, -0.3958485251854108}}}]}, Column[{ Style["RandomForest", GrayLevel[0], 16], Dataset[ Association[ "FeatureFraction" -> Automatic, "LeafSize" -> Automatic, "TreeNumber" -> Automatic, "DistributionSmoothing" -> 0.5], TypeSystem`Struct[{ "FeatureFraction", "LeafSize", "TreeNumber", "DistributionSmoothing"}, { TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`Atom[Real]}], Association["ID" -> 159833084686809]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.528488, 0.470624, 0.701351], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.1740159008786781`}}, {{ 3.2188758248682006`, 1.1740159008786781`}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 100., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159837379654105]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.772079, 0.431554, 0.102387], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.1811370611706675`}}, {{ 6.396929655216146, 1.181104016689093}}, {{ 7.824046010856292, 1.1809927278619887`}}, {{ 9.457200449907708, 1.1804022282947293`}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159841674621401]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.363898, 0.618501, 0.782349], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 2.432943408934608}}, {{ 4.605170185988092, 2.7993254918845785`}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^-6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159845969588697]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[1, 0.75, 0], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.1500173655344632`}}, {{ 3.2188758248682006`, 1.1500173655344632`}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159850264555993]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.647624, 0.37816, 0.614037], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.1803103204760632`}}, {{ 3.2188758248682006`, 1.1803103204760632`}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159854559523289]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.571589, 0.586483, 0.], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.8622135884777353`}}, {{ 3.2188758248682006`, 1.8622135884777353`}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.001, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159858854490585]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.915, 0.3325, 0.2125], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.181137874446829}}, {{ 4.605170185988092, 0.9395621280589431}}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 13, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 15, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159863149457881]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.40082222609352647`, 0.5220066643438841, 0.85], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.181137874446829}}, {{ 6.396929655216146, 0.07110586247939776}}, {{ 7.824046010856292, -0.3251679854407092}}, {{ 9.457200449907708, -0.7779597731914337}}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 500, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159867444425177]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[ 0.9728288904374106, 0.621644452187053, 0.07336199581899142], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.181137874446829}}, {{ 3.2188758248682006`, 1.181137874446829}}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 60, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159871739392473]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.736782672705901, 0.358, 0.5030266573755369], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.181137874446829}}, {{ 3.2188758248682006`, 1.181137874446829}}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 25, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159876034359769]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.28026441037696703`, 0.715, 0.4292089322474965], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.1810578911828993`}}, {{ 3.2188758248682006`, 1.1810578911828993`}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159880329327065]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 2.339321142655453}}, {{ 3.2188758248682006`, 2.339321142655453}}}]}, Column[{ Style["NaiveBayes", GrayLevel[0], 16], Dataset[ Association["SmoothingParameter" -> 0.2], TypeSystem`Assoc[ TypeSystem`Atom[String], TypeSystem`Atom[Real], 1], Association["ID" -> 159884624294361]]}, Center]]}, { Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.01, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159820199784921]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6]]}, Column[{ Style["NearestNeighbors", GrayLevel[0], 16], Dataset[ Association[ "NeighborsNumber" -> Automatic, "DistributionSmoothing" -> 0.5, "NearestMethod" -> Automatic], TypeSystem`Struct[{ "NeighborsNumber", "DistributionSmoothing", "NearestMethod"}, {TypeSystem`AnyType, TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159824494752217]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6]]}, Column[{ Style["DecisionTree", GrayLevel[0], 16], Dataset[ Association[ "DistributionSmoothing" -> 1, "FeatureFraction" -> 1], TypeSystem`Assoc[ TypeSystem`Atom[ TypeSystem`Enumeration[ "DistributionSmoothing", "FeatureFraction"]], TypeSystem`Atom[Integer], 2], Association["ID" -> 159828789719513]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.922526, 0.385626, 0.209179], AbsoluteThickness[1.6]]}, Column[{ Style["RandomForest", GrayLevel[0], 16], Dataset[ Association[ "FeatureFraction" -> Automatic, "LeafSize" -> Automatic, "TreeNumber" -> Automatic, "DistributionSmoothing" -> 0.5], TypeSystem`Struct[{ "FeatureFraction", "LeafSize", "TreeNumber", "DistributionSmoothing"}, { TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`Atom[Real]}], Association["ID" -> 159833084686809]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.528488, 0.470624, 0.701351], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 100., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159837379654105]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.772079, 0.431554, 0.102387], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159841674621401]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.363898, 0.618501, 0.782349], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^-6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159845969588697]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[1, 0.75, 0], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159850264555993]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.647624, 0.37816, 0.614037], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159854559523289]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.571589, 0.586483, 0.], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.001, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159858854490585]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.915, 0.3325, 0.2125], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 13, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 15, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159863149457881]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.40082222609352647`, 0.5220066643438841, 0.85], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 500, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159867444425177]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.9728288904374106, 0.621644452187053, 0.07336199581899142], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 60, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159871739392473]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.736782672705901, 0.358, 0.5030266573755369], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 25, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159876034359769]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.28026441037696703`, 0.715, 0.4292089322474965], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159880329327065]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, Column[{ Style["NaiveBayes", GrayLevel[0], 16], Dataset[ Association["SmoothingParameter" -> 0.2], TypeSystem`Assoc[ TypeSystem`Atom[String], TypeSystem`Atom[Real], 1], Association["ID" -> 159884624294361]]}, Center]], {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}}, { Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.01, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159820199784921]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6]]}, Column[{ Style["NearestNeighbors", GrayLevel[0], 16], Dataset[ Association[ "NeighborsNumber" -> Automatic, "DistributionSmoothing" -> 0.5, "NearestMethod" -> Automatic], TypeSystem`Struct[{ "NeighborsNumber", "DistributionSmoothing", "NearestMethod"}, {TypeSystem`AnyType, TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159824494752217]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6]]}, Column[{ Style["DecisionTree", GrayLevel[0], 16], Dataset[ Association[ "DistributionSmoothing" -> 1, "FeatureFraction" -> 1], TypeSystem`Assoc[ TypeSystem`Atom[ TypeSystem`Enumeration[ "DistributionSmoothing", "FeatureFraction"]], TypeSystem`Atom[Integer], 2], Association["ID" -> 159828789719513]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.922526, 0.385626, 0.209179], AbsoluteThickness[1.6]]}, Column[{ Style["RandomForest", GrayLevel[0], 16], Dataset[ Association[ "FeatureFraction" -> Automatic, "LeafSize" -> Automatic, "TreeNumber" -> Automatic, "DistributionSmoothing" -> 0.5], TypeSystem`Struct[{ "FeatureFraction", "LeafSize", "TreeNumber", "DistributionSmoothing"}, { TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`Atom[Real]}], Association["ID" -> 159833084686809]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.528488, 0.470624, 0.701351], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 100., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159837379654105]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.772079, 0.431554, 0.102387], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159841674621401]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.363898, 0.618501, 0.782349], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^-6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159845969588697]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[1, 0.75, 0], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159850264555993]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.647624, 0.37816, 0.614037], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159854559523289]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.571589, 0.586483, 0.], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.001, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159858854490585]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.915, 0.3325, 0.2125], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 13, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 15, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159863149457881]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.40082222609352647`, 0.5220066643438841, 0.85], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 500, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159867444425177]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[ 0.9728288904374106, 0.621644452187053, 0.07336199581899142], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 60, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159871739392473]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.736782672705901, 0.358, 0.5030266573755369], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 25, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159876034359769]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.28026441037696703`, 0.715, 0.4292089322474965], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159880329327065]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, Column[{ Style["NaiveBayes", GrayLevel[0], 16], Dataset[ Association["SmoothingParameter" -> 0.2], TypeSystem`Assoc[ TypeSystem`Atom[String], TypeSystem`Atom[Real], 1], Association["ID" -> 159884624294361]]}, Center]], {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}}}, {{}, {}}}}, {DisplayFunction -> Identity, DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), Axes -> {True, True}, AxesLabel -> {None, None}, AxesOrigin -> {3.0870091273915943`, -1.2855987040897163`}, DisplayFunction :> Identity, Frame -> {{True, True}, {True, True}}, FrameLabel -> {{None, None}, { "training examples used", None}}, FrameTicks -> {{Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , {}}, { Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , {}}}, GridLines -> { Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& , Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& }, GridLinesStyle -> Directive[ GrayLevel[0.5, 0.4]], ImageMargins -> 0, ImagePadding -> {{Automatic, 10}, {37, 0}}, ImageSize -> 330, LabelStyle -> 10, Method -> { "OptimizePlotMarkers" -> True, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ (Exp[#]& )[ Part[#, 1]], (Exp[#]& )[ Part[#, 2]]}& ), "CopiedValueFunction" -> ({ (Exp[#]& )[ Part[#, 1]], (Exp[#]& )[ Part[#, 2]]}& )}}, PlotRange -> {{3.0870091273915943`, Log[16000]}, {-1.2855987040897163`, 2.7993254918845785`}}, PlotRangeClipping -> True, PlotRangePadding -> {{ Scaled[0.02], 0}, { Scaled[0.02], Scaled[0.05]}}, Ticks -> {Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& }}]}, MachineLearning`file12Panel`PackagePrivate`pos$$], PlotLabel -> Grid[{{ Button[ Deploy[ MouseAppearance[ Mouseover[ Graphics[{ GrayLevel[0.25], Line[{{0, 0.8}, {-1, 0}, {0, -0.8}}]}, ImageSize -> {Automatic, 10}, ImagePadding -> {{1, 1}, {1, 1}}, BaselinePosition -> Scaled[0.1]], Graphics[{ RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098], Line[{{0, 0.8}, {-1, 0}, {0, -0.8}}]}, ImageSize -> {Automatic, 10}, ImagePadding -> {{1, 1}, {1, 1}}, BaselinePosition -> Scaled[0.1]]], "LinkHand"]], MachineLearning`file12Panel`PackagePrivate`pos$$ = Max[MachineLearning`file12Panel`PackagePrivate`pos$$ - 1, 1], Appearance -> "Frameless"], Part[{ Tooltip[ "Learning curve", "mean cross entropy for best algorithm at each training \ size"], "Accuracy", Tooltip[ "Learning curves for all algorithms", "mean cross entropy at each training size"]}, MachineLearning`file12Panel`PackagePrivate`pos$$], Button[ Deploy[ MouseAppearance[ Mouseover[ Graphics[{ GrayLevel[0.25], Line[{{0, 0.8}, {1, 0}, {0, -0.8}}]}, ImageSize -> {Automatic, 10}, ImagePadding -> {{1, 1}, {1, 1}}, BaselinePosition -> Scaled[0.1]], Graphics[{ RGBColor[ 0.27450980392156865`, 0.5372549019607843, 0.792156862745098], Line[{{0, 0.8}, {1, 0}, {0, -0.8}}]}, ImageSize -> {Automatic, 10}, ImagePadding -> {{1, 1}, {1, 1}}, BaselinePosition -> Scaled[0.1]]], "LinkHand"]], MachineLearning`file12Panel`PackagePrivate`pos$$ = Min[MachineLearning`file12Panel`PackagePrivate`pos$$ + 1, Length[{ Graphics[{{{}, {{{}, {}, { Hue[0.67, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.1500173655344632`}, { 4.605170185988092, 1.0331259258663226`}, { 6.396929655216146, 0.07110586247939776}, { 7.824046010856292, -0.27883507410799874`}, { 9.457200449907708, -1.0706026937752797`}}]}}, {{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style[ Graphics[{ EdgeForm[], Disk[{0, 0}]}], GraphicsBoxOptions -> {DefaultBaseStyle -> Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}], {0., 0.}, Automatic, Offset[6.272]], {{{3.2188758248682006`, 1.1500173655344632`}}, {{4.605170185988092, 1.0331259258663226`}}, {{6.396929655216146, 0.07110586247939776}}, {{ 7.824046010856292, -0.27883507410799874`}}, {{ 9.457200449907708, -1.0706026937752797`}}}]}}, {{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, {}}, {{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, {}}}, {{}, {}}}, {{}, {{{}, {}, { Hue[0.67, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]], Line[{{3.2188758248682006`, 1.1450787354970835`}, { 3.2188758248682006`, 1.1549317253179148`}}]}, { Hue[0.9060679774997897, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]], Line[{{4.605170185988092, 0.9854965273837567}, { 4.605170185988092, 1.0785895294798444`}}]}, { Hue[0.1421359549995791, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]], Line[{{6.396929655216146, -0.0457787816136628}, { 6.396929655216146, 0.17574708331639835`}}]}, { Hue[0.37820393249936934`, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]], Line[{{7.824046010856292, -0.3604821927586065}, { 7.824046010856292, -0.203353938376923}}]}, { Hue[0.6142719099991583, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]], Line[{{9.457200449907708, -1.1618859434887994`}, { 9.457200449907708, -0.9869595237216335}}]}}, {{ Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}}, {{ Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[ 0.368417, 0.506779, 0.709798]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}, {{ Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[0.368417, 0.506779, 0.709798]]}, { Directive[ PointSize[0.012833333333333334`], AbsoluteThickness[1.6], RGBColor[ 0.368417, 0.506779, 0.709798]]}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}}}, {{}, {}}}}, { DisplayFunction -> Identity, DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), Axes -> {True, True}, AxesLabel -> {None, None}, AxesOrigin -> {3.0870091273915943`, -1.193970474848043}, DisplayFunction :> Identity, Frame -> {{True, True}, {True, True}}, FrameLabel -> {{None, None}, { "training examples used", None}}, FrameTicks -> {{Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , {}}, { Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , {}}}, GridLines -> { Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& , Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& }, GridLinesStyle -> Directive[ GrayLevel[0.5, 0.4]], ImageMargins -> 0, ImagePadding -> {{Automatic, 10}, {37, 0}}, ImageSize -> 330, LabelStyle -> 10, Method -> {"OptimizePlotMarkers" -> True, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ (Exp[#]& )[ Part[#, 1]], (Exp[#]& )[ Part[#, 2]]}& ), "CopiedValueFunction" -> ({ (Exp[#]& )[ Part[#, 1]], (Exp[#]& )[ Part[#, 2]]}& )}}, PlotRange -> {{3.0870091273915943`, Log[16000]}, {-1.193970474848043, 1.1500173655344632`}}, PlotRangeClipping -> True, PlotRangePadding -> {{ Scaled[0.02], 0}, { Scaled[0.02], Scaled[0.05]}}, Ticks -> {Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& }}], Graphics[{{}, {{{}, {}, { Hue[0.67, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 0.12008939111416542`}, { 4.605170185988092, 0.4437837846079189}, { 6.396929655216146, 0.7426706717235664}, { 7.824046010856292, 0.8116960214521792}, { 9.457200449907708, 0.9430833667213737}}]}}, {{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style[ Graphics[{ EdgeForm[], Disk[{0, 0}]}], GraphicsBoxOptions -> {DefaultBaseStyle -> Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}], {0., 0.}, Automatic, Offset[6.272]], {{{3.2188758248682006`, 0.12008939111416542`}}, {{4.605170185988092, 0.4437837846079189}}, {{6.396929655216146, 0.7426706717235664}}, {{7.824046010856292, 0.8116960214521792}}, {{9.457200449907708, 0.9430833667213737}}}]}}, {{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, {}}, {{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, {}}}, {{}, {}}}, { DisplayFunction -> Identity, DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), Axes -> {True, True}, AxesLabel -> {None, None}, AxesOrigin -> {3.0870091273915943`, 0}, DisplayFunction :> Identity, Frame -> {{True, True}, {True, True}}, FrameLabel -> {{None, None}, { "training examples used", None}}, FrameTicks -> {{Automatic, None}, {Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , {}}}, GridLines -> { Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& , Charting`ScaledTickValues[{Identity, Identity}][#, #2, {6, 6}]& }, GridLinesStyle -> Directive[ GrayLevel[0.5, 0.4]], ImageMargins -> 0, ImagePadding -> {{Automatic, 10}, {37, 0}}, ImageSize -> 330, LabelStyle -> 10, Method -> {"OptimizePlotMarkers" -> True, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ (Exp[#]& )[ Part[#, 1]], (Identity[#]& )[ Part[#, 2]]}& ), "CopiedValueFunction" -> ({ (Exp[#]& )[ Part[#, 1]], (Identity[#]& )[ Part[#, 2]]}& )}}, PlotRange -> {{3.0870091273915943`, Log[16000]}, {0, 1}}, PlotRangeClipping -> True, PlotRangePadding -> {{ Scaled[0.02], 0}, { Scaled[0.05], 0}}, Ticks -> {Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , Automatic}}], Graphics[{{{}, {{{}, {}, Tooltip[{ Hue[0.67, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.634608221862396}, { 3.2188758248682006`, 1.634608221862396}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.01, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159820199784921]]}, Center]], Tooltip[{ Hue[0.9060679774997897, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.3686597806612644`}, { 4.605170185988092, 1.0331259258663226`}, { 6.396929655216146, 0.3318758220405985}, { 7.824046010856292, -0.27883507410799874`}, { 9.457200449907708, -1.0706026937752797`}}]}, Column[{ Style["NearestNeighbors", GrayLevel[0], 16], Dataset[ Association[ "NeighborsNumber" -> Automatic, "DistributionSmoothing" -> 0.5, "NearestMethod" -> Automatic], TypeSystem`Struct[{ "NeighborsNumber", "DistributionSmoothing", "NearestMethod"}, {TypeSystem`AnyType, TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159824494752217]]}, Center]], Tooltip[{ Hue[0.1421359549995791, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.186063666807479}, { 4.605170185988092, 1.113348930841963}, {6.396929655216146, 0.8228068367199969}, {7.824046010856292, 0.6076542335596902}}]}, Column[{ Style["DecisionTree", GrayLevel[0], 16], Dataset[ Association[ "DistributionSmoothing" -> 1, "FeatureFraction" -> 1], TypeSystem`Assoc[ TypeSystem`Atom[ TypeSystem`Enumeration[ "DistributionSmoothing", "FeatureFraction"]], TypeSystem`Atom[Integer], 2], Association["ID" -> 159828789719513]]}, Center]], Tooltip[{ Hue[0.37820393249936934`, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.922526, 0.385626, 0.209179], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.1811289410312662`}, { 4.605170185988092, 1.1456088876742776`}, { 6.396929655216146, 0.7219593885186313}, { 7.824046010856292, 0.2200776676962553}, { 9.457200449907708, -0.3958485251854108}}]}, Column[{ Style["RandomForest", GrayLevel[0], 16], Dataset[ Association[ "FeatureFraction" -> Automatic, "LeafSize" -> Automatic, "TreeNumber" -> Automatic, "DistributionSmoothing" -> 0.5], TypeSystem`Struct[{ "FeatureFraction", "LeafSize", "TreeNumber", "DistributionSmoothing"}, { TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`Atom[Real]}], Association["ID" -> 159833084686809]]}, Center]], Tooltip[{ Hue[0.6142719099991583, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.528488, 0.470624, 0.701351], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.1740159008786781`}, { 3.2188758248682006`, 1.1740159008786781`}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 100., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159837379654105]]}, Center]], Tooltip[{ Hue[0.8503398874989481, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.772079, 0.431554, 0.102387], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.1811370611706675`}, { 6.396929655216146, 1.181104016689093}, {7.824046010856292, 1.1809927278619887`}, {9.457200449907708, 1.1804022282947293`}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159841674621401]]}, Center]], Tooltip[{ Hue[0.08640786499873876, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.363898, 0.618501, 0.782349], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 2.432943408934608}, { 4.605170185988092, 2.7993254918845785`}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^-6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159845969588697]]}, Center]], Tooltip[{ Hue[0.3224758424985268, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[1, 0.75, 0], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.1500173655344632`}, { 3.2188758248682006`, 1.1500173655344632`}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159850264555993]]}, Center]], Tooltip[{ Hue[0.5585438199983166, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.647624, 0.37816, 0.614037], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.1803103204760632`}, { 3.2188758248682006`, 1.1803103204760632`}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159854559523289]]}, Center]], Tooltip[{ Hue[0.7946117974981064, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.571589, 0.586483, 0.], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.8622135884777353`}, { 3.2188758248682006`, 1.8622135884777353`}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.001, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159858854490585]]}, Center]], Tooltip[{ Hue[0.030679774997896203`, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.915, 0.3325, 0.2125], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.181137874446829}, { 4.605170185988092, 0.9395621280589431}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 13, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 15, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159863149457881]]}, Center]], Tooltip[{ Hue[0.266747752497686, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.40082222609352647`, 0.5220066643438841, 0.85], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.181137874446829}, { 6.396929655216146, 0.07110586247939776}, { 7.824046010856292, -0.3251679854407092}, { 9.457200449907708, -0.7779597731914337}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 500, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159867444425177]]}, Center]], Tooltip[{ Hue[0.5028157299974758, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[ 0.9728288904374106, 0.621644452187053, 0.07336199581899142], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.181137874446829}, { 3.2188758248682006`, 1.181137874446829}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 60, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159871739392473]]}, Center]], Tooltip[{ Hue[0.7388837074972656, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.736782672705901, 0.358, 0.5030266573755369], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.181137874446829}, { 3.2188758248682006`, 1.181137874446829}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 25, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159876034359769]]}, Center]], Tooltip[{ Hue[0.9749516849970554, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.28026441037696703`, 0.715, 0.4292089322474965], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 1.1810578911828993`}, { 3.2188758248682006`, 1.1810578911828993`}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159880329327065]]}, Center]], Tooltip[{ Hue[0.21101966249684523`, 0.6, 0.6], Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], Line[{{3.2188758248682006`, 2.339321142655453}, { 3.2188758248682006`, 2.339321142655453}}]}, Column[{ Style["NaiveBayes", GrayLevel[0], 16], Dataset[ Association["SmoothingParameter" -> 0.2], TypeSystem`Assoc[ TypeSystem`Atom[String], TypeSystem`Atom[Real], 1], Association["ID" -> 159884624294361]]}, Center]]}, { Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.634608221862396}}, {{ 3.2188758248682006`, 1.634608221862396}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.01, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159820199784921]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.3686597806612644`}}, {{ 4.605170185988092, 1.0331259258663226`}}, {{ 6.396929655216146, 0.3318758220405985}}, {{ 7.824046010856292, -0.27883507410799874`}}, {{ 9.457200449907708, -1.0706026937752797`}}}]}, Column[{ Style["NearestNeighbors", GrayLevel[0], 16], Dataset[ Association[ "NeighborsNumber" -> Automatic, "DistributionSmoothing" -> 0.5, "NearestMethod" -> Automatic], TypeSystem`Struct[{ "NeighborsNumber", "DistributionSmoothing", "NearestMethod"}, {TypeSystem`AnyType, TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159824494752217]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.186063666807479}}, {{ 4.605170185988092, 1.113348930841963}}, {{ 6.396929655216146, 0.8228068367199969}}, {{ 7.824046010856292, 0.6076542335596902}}}]}, Column[{ Style["DecisionTree", GrayLevel[0], 16], Dataset[ Association[ "DistributionSmoothing" -> 1, "FeatureFraction" -> 1], TypeSystem`Assoc[ TypeSystem`Atom[ TypeSystem`Enumeration[ "DistributionSmoothing", "FeatureFraction"]], TypeSystem`Atom[Integer], 2], Association["ID" -> 159828789719513]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.922526, 0.385626, 0.209179], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.1811289410312662`}}, {{ 4.605170185988092, 1.1456088876742776`}}, {{ 6.396929655216146, 0.7219593885186313}}, {{ 7.824046010856292, 0.2200776676962553}}, {{ 9.457200449907708, -0.3958485251854108}}}]}, Column[{ Style["RandomForest", GrayLevel[0], 16], Dataset[ Association[ "FeatureFraction" -> Automatic, "LeafSize" -> Automatic, "TreeNumber" -> Automatic, "DistributionSmoothing" -> 0.5], TypeSystem`Struct[{ "FeatureFraction", "LeafSize", "TreeNumber", "DistributionSmoothing"}, { TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`Atom[Real]}], Association["ID" -> 159833084686809]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.528488, 0.470624, 0.701351], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.1740159008786781`}}, {{ 3.2188758248682006`, 1.1740159008786781`}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 100., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159837379654105]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.772079, 0.431554, 0.102387], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.1811370611706675`}}, {{ 6.396929655216146, 1.181104016689093}}, {{ 7.824046010856292, 1.1809927278619887`}}, {{ 9.457200449907708, 1.1804022282947293`}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159841674621401]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.363898, 0.618501, 0.782349], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 2.432943408934608}}, {{ 4.605170185988092, 2.7993254918845785`}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^-6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159845969588697]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[1, 0.75, 0], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.1500173655344632`}}, {{ 3.2188758248682006`, 1.1500173655344632`}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159850264555993]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.647624, 0.37816, 0.614037], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.1803103204760632`}}, {{ 3.2188758248682006`, 1.1803103204760632`}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159854559523289]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.571589, 0.586483, 0.], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.8622135884777353`}}, {{ 3.2188758248682006`, 1.8622135884777353`}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.001, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159858854490585]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.915, 0.3325, 0.2125], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.181137874446829}}, {{ 4.605170185988092, 0.9395621280589431}}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 13, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 15, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159863149457881]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.40082222609352647`, 0.5220066643438841, 0.85], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.181137874446829}}, {{ 6.396929655216146, 0.07110586247939776}}, {{ 7.824046010856292, -0.3251679854407092}}, {{ 9.457200449907708, -0.7779597731914337}}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 500, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159867444425177]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[ 0.9728288904374106, 0.621644452187053, 0.07336199581899142], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.181137874446829}}, {{ 3.2188758248682006`, 1.181137874446829}}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 60, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159871739392473]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.736782672705901, 0.358, 0.5030266573755369], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.181137874446829}}, {{ 3.2188758248682006`, 1.181137874446829}}}]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 25, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159876034359769]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.28026441037696703`, 0.715, 0.4292089322474965], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 1.1810578911828993`}}, {{ 3.2188758248682006`, 1.1810578911828993`}}}]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159880329327065]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]], GeometricTransformation[ Inset[ Style["\[FilledCircle]", FontSize -> 5], {0., 0.}], {{{ 3.2188758248682006`, 2.339321142655453}}, {{ 3.2188758248682006`, 2.339321142655453}}}]}, Column[{ Style["NaiveBayes", GrayLevel[0], 16], Dataset[ Association["SmoothingParameter" -> 0.2], TypeSystem`Assoc[ TypeSystem`Atom[String], TypeSystem`Atom[Real], 1], Association["ID" -> 159884624294361]]}, Center]]}, { Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.01, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159820199784921]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6]]}, Column[{ Style["NearestNeighbors", GrayLevel[0], 16], Dataset[ Association[ "NeighborsNumber" -> Automatic, "DistributionSmoothing" -> 0.5, "NearestMethod" -> Automatic], TypeSystem`Struct[{"NeighborsNumber", "DistributionSmoothing", "NearestMethod"}, { TypeSystem`AnyType, TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159824494752217]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6]]}, Column[{ Style["DecisionTree", GrayLevel[0], 16], Dataset[ Association[ "DistributionSmoothing" -> 1, "FeatureFraction" -> 1], TypeSystem`Assoc[ TypeSystem`Atom[ TypeSystem`Enumeration[ "DistributionSmoothing", "FeatureFraction"]], TypeSystem`Atom[Integer], 2], Association["ID" -> 159828789719513]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.922526, 0.385626, 0.209179], AbsoluteThickness[1.6]]}, Column[{ Style["RandomForest", GrayLevel[0], 16], Dataset[ Association[ "FeatureFraction" -> Automatic, "LeafSize" -> Automatic, "TreeNumber" -> Automatic, "DistributionSmoothing" -> 0.5], TypeSystem`Struct[{ "FeatureFraction", "LeafSize", "TreeNumber", "DistributionSmoothing"}, { TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`Atom[Real]}], Association["ID" -> 159833084686809]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.528488, 0.470624, 0.701351], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 100., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159837379654105]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.772079, 0.431554, 0.102387], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159841674621401]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.363898, 0.618501, 0.782349], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association["L1Regularization" -> 0, "L2Regularization" -> 1.*^-6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159845969588697]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[1, 0.75, 0], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159850264555993]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.647624, 0.37816, 0.614037], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159854559523289]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.571589, 0.586483, 0.], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.001, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159858854490585]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.915, 0.3325, 0.2125], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 13, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 15, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159863149457881]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.40082222609352647`, 0.5220066643438841, 0.85], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 500, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159867444425177]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[ 0.9728288904374106, 0.621644452187053, 0.07336199581899142], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 60, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159871739392473]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.736782672705901, 0.358, 0.5030266573755369], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 25, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159876034359769]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.28026441037696703`, 0.715, 0.4292089322474965], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159880329327065]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, Column[{ Style["NaiveBayes", GrayLevel[0], 16], Dataset[ Association["SmoothingParameter" -> 0.2], TypeSystem`Assoc[ TypeSystem`Atom[String], TypeSystem`Atom[Real], 1], Association["ID" -> 159884624294361]]}, Center]], {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}}, { Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.01, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159820199784921]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.880722, 0.611041, 0.142051], AbsoluteThickness[1.6]]}, Column[{ Style["NearestNeighbors", GrayLevel[0], 16], Dataset[ Association[ "NeighborsNumber" -> Automatic, "DistributionSmoothing" -> 0.5, "NearestMethod" -> Automatic], TypeSystem`Struct[{ "NeighborsNumber", "DistributionSmoothing", "NearestMethod"}, {TypeSystem`AnyType, TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159824494752217]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.560181, 0.691569, 0.194885], AbsoluteThickness[1.6]]}, Column[{ Style["DecisionTree", GrayLevel[0], 16], Dataset[ Association[ "DistributionSmoothing" -> 1, "FeatureFraction" -> 1], TypeSystem`Assoc[ TypeSystem`Atom[ TypeSystem`Enumeration[ "DistributionSmoothing", "FeatureFraction"]], TypeSystem`Atom[Integer], 2], Association["ID" -> 159828789719513]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.922526, 0.385626, 0.209179], AbsoluteThickness[1.6]]}, Column[{ Style["RandomForest", GrayLevel[0], 16], Dataset[ Association[ "FeatureFraction" -> Automatic, "LeafSize" -> Automatic, "TreeNumber" -> Automatic, "DistributionSmoothing" -> 0.5], TypeSystem`Struct[{ "FeatureFraction", "LeafSize", "TreeNumber", "DistributionSmoothing"}, { TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`AnyType, TypeSystem`Atom[Real]}], Association["ID" -> 159833084686809]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.528488, 0.470624, 0.701351], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 100., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159837379654105]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.772079, 0.431554, 0.102387], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159841674621401]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.363898, 0.618501, 0.782349], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1.*^-6, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159845969588697]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[1, 0.75, 0], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159850264555993]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.647624, 0.37816, 0.614037], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 1000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159854559523289]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.571589, 0.586483, 0.], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 0.001, "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159858854490585]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.915, 0.3325, 0.2125], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 13, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 15, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159863149457881]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.40082222609352647`, 0.5220066643438841, 0.85], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 500, "LearningRate" -> 0.1, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159867444425177]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[ 0.9728288904374106, 0.621644452187053, 0.07336199581899142], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 60, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159871739392473]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.736782672705901, 0.358, 0.5030266573755369], AbsoluteThickness[1.6]]}, Column[{ Style["GradientBoostedTrees", GrayLevel[0], 16], Dataset[ Association[ "BoostingMethod" -> "Gradient", MaxTrainingRounds -> 50, "LeavesNumber" -> 25, "LearningRate" -> 0.2, "MaxDepth" -> 6, "LeafSize" -> 35, "L1Regularization" -> 0, "L2Regularization" -> 0], TypeSystem`Assoc[ TypeSystem`AnyType, TypeSystem`AnyType, 8], Association["ID" -> 159876034359769]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.28026441037696703`, 0.715, 0.4292089322474965], AbsoluteThickness[1.6]]}, Column[{ Style["LogisticRegression", GrayLevel[0], 16], Dataset[ Association[ "L1Regularization" -> 0, "L2Regularization" -> 10000., "OptimizationMethod" -> Automatic], TypeSystem`Struct[{ "L1Regularization", "L2Regularization", "OptimizationMethod"}, { TypeSystem`Atom[Integer], TypeSystem`Atom[Real], TypeSystem`AnyType}], Association["ID" -> 159880329327065]]}, Center]], Tooltip[{ Directive[ PointSize[0.012833333333333334`], RGBColor[0.368417, 0.506779, 0.709798], AbsoluteThickness[1.6]]}, Column[{ Style["NaiveBayes", GrayLevel[0], 16], Dataset[ Association["SmoothingParameter" -> 0.2], TypeSystem`Assoc[ TypeSystem`Atom[String], TypeSystem`Atom[Real], 1], Association["ID" -> 159884624294361]]}, Center]], {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, {}, \ {}}}, {{}, {}}}}, {DisplayFunction -> Identity, DisplayFunction -> Identity, AspectRatio -> GoldenRatio^(-1), Axes -> {True, True}, AxesLabel -> {None, None}, AxesOrigin -> {3.0870091273915943`, -1.2855987040897163`}, DisplayFunction :> Identity, Frame -> {{True, True}, {True, True}}, FrameLabel -> {{None, None}, { "training examples used", None}}, FrameTicks -> {{Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , {}}, { Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , {}}}, GridLines -> { Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& , Charting`ScaledTickValues[{Log, Exp}][#, #2, {6, 6}]& }, GridLinesStyle -> Directive[ GrayLevel[0.5, 0.4]], ImageMargins -> 0, ImagePadding -> {{Automatic, 10}, {37, 0}}, ImageSize -> 330, LabelStyle -> 10, Method -> {"OptimizePlotMarkers" -> True, "CoordinatesToolOptions" -> {"DisplayFunction" -> ({ (Exp[#]& )[ Part[#, 1]], (Exp[#]& )[ Part[#, 2]]}& ), "CopiedValueFunction" -> ({ (Exp[#]& )[ Part[#, 1]], (Exp[#]& )[ Part[#, 2]]}& )}}, PlotRange -> {{3.0870091273915943`, Log[16000]}, {-1.2855987040897163`, 2.7993254918845785`}}, PlotRangeClipping -> True, PlotRangePadding -> {{ Scaled[0.02], 0}, { Scaled[0.02], Scaled[0.05]}}, Ticks -> {Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& , Quiet[ Charting`ScaledTicks[{Log, Exp}][#, #2, {6, 6}]]& }}]}]], Appearance -> "Frameless"]}}, Alignment -> {Center, Baseline}, ItemSize -> {{3, 20, 3}, {2}}]], StandardForm], ImageSizeCache->{330., {122., 127.}}], DynamicModuleValues:>{}], Alignment->Center, StripOnInput->False], "\[SpanFromLeft]"} }, AutoDelete->False, ColumnsEqual->False, GridBoxAlignment->{ "Columns" -> {Right, {Left}}, "Rows" -> {{Baseline}}}, GridBoxDividers->{"Columns" -> {False, { Opacity[0.15]}, False}}, GridBoxItemSize->{ "Columns" -> {Automatic, {Automatic}}, "Rows" -> {{1.}}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], Offset[1.1199999999999999`], { Offset[1.75]}, Offset[0.27999999999999997`]}, "Rows" -> { Offset[0.2], { Offset[0.8]}, Offset[0.2]}}], "Grid"], FrameMargins->{{10, 10}, {10, 5}}, FrameStyle->None, StripOnInput->False], Deploy, DefaultBaseStyle->"Deploy"], Alignment->Center, BaseStyle->{ FontWeight -> "Light", FontSize -> 11, FontFamily -> ".SF NS Text", NumberMarks -> False, Deployed -> False}, StripOnInput->False]} }, DefaultBaseStyle->"Column", GridBoxAlignment->{"Columns" -> {{Left}}, "Rows" -> {{Baseline}}}, GridBoxDividers->{"Columns" -> {{False}}, "Rows" -> {{False}}}, GridBoxItemSize->{"Columns" -> {{Automatic}}, "Rows" -> {{1.}}}, GridBoxSpacings->{"Columns" -> { Offset[0.27999999999999997`], { Offset[0.5599999999999999]}, Offset[0.27999999999999997`]}, "Rows" -> { Offset[0.2], Offset[0.8], { Offset[0.4]}, Offset[0.2]}}], Background->GrayLevel[1], FrameMargins->{{0, 0}, {0, 0}}, FrameStyle->GrayLevel[0.85], RoundingRadius->5, StripOnInput->False], StripOnInput->False, LineBreakWithin->False], Deploy, DefaultBaseStyle->"Deploy"]], "Output", CellChangeTimes->{{3.696377005707614*^9, 3.69637702247129*^9}, { 3.696377225845625*^9, 3.696377236186659*^9}, 3.696377278504891*^9, { 3.696377319054945*^9, 3.6963773247475147`*^9}, 3.6963774601870575`*^9, { 3.696377490692107*^9, 3.696377510279066*^9}, 3.713197115441216*^9, 3.713197937375724*^9, 3.73445065476861*^9, 3.734452946056342*^9, { 3.767025462823209*^9, 3.767025468956793*^9}, 3.768241781888474*^9, 3.768241829878983*^9, {3.768242067308202*^9, 3.7682420972674227`*^9}, 3.7682422555467787`*^9, 3.769268510145607*^9, 3.769271065196372*^9}, CellLabel->"Out[13]="] }, Open ]], Cell["Visualize the accuracy of the classifier:", "Text", CellChangeTimes->{{3.696377005707614*^9, 3.69637702247129*^9}, { 3.696377225845625*^9, 3.696377236186659*^9}, 3.696377278504891*^9, { 3.696377319054945*^9, 3.6963773247475147`*^9}, 3.6963774601870575`*^9, { 3.696377490692107*^9, 3.696377510279066*^9}, {3.713034125548897*^9, 3.713034133140016*^9}}], Cell[CellGroupData[{ Cell[BoxData[ RowBox[{ RowBox[{"ClassifierMeasurements", "[", RowBox[{"c", ",", RowBox[{"ResourceData", "[", RowBox[{"\"\\"", ",", "\"\\""}], "]"}]}], "]"}], "[", "\"\\"", "]"}]], "Input", CellChangeTimes->{{3.711284707759469*^9, 3.7112847224981947`*^9}, 3.768241775267888*^9, {3.768242183616536*^9, 3.7682422105288754`*^9}, 3.769271410002079*^9}], Cell[BoxData[ GraphicsBox[RasterBox[CompressedData[" 1:eJztm31MzHEcx29hksljKdQKw8IY3cjTJ02OeWjjMCchMkVkiZynMk1W6YhJ YdTykI08LfSgdiGKJsxUl07p4e73+931R1aUmck/tq/tu77f+/2+5267ve7+ +f3en8fv9z6/73kG71oR0ksmk43ofv/6/PtlBlo8aVeq9ksQINon6uDrxQIs fWHIzi01Ursfa8T1j1j+xL1v+sHvJ4YnC/A81tFdXqiDynEOY/j1waL7W+q0 1nohlefO1VV+65w4eJH/rCFTqYeS/dfy0tuiqesxFjebmiIF6AzPGJXcykPW iJknJ9cbRPcrqzpJURHbLyQpUIAjGRX5Aed56NoetzuzqwX7Oj7K6dHXzTw8 BqG0o70WeqtGPoT5YaLbZ23EzU+p5TNu32hu/Bbg9sgIO3LeVF/M/wyasvtX NRG3JKfTxt+k7TdS199//lTK6I9GMHrHxGUtqgf7dpOw7G0uM/vD/00Pa9Sr h91S6Ku6v8tkrPtTausIKyQV99QhThmvujj45LiqPC+8DkK0R8oUkyKp65Ra 3qLy0Jaf/yYqjqrNWU9vzhKg+orBTwipBbWHbofh1FbJreOs73tJ6ZGaXSji /h5kJb6k6oKUfqn1Z1yi5g8ou+Y+Sjixxs8EO58ckjupasDceMnz7OcVzMSd tt9I6c/09aqa5i+A3YfOwEHzeVhdUKl0dSF3fanRLdt1jrJdgOXrY/M8+Jru fqUSXVdPSSouuPtDVtYpUkT5QZvTd6a8zQjvvHpfCNXWQ4lmU+LDoCfE6pp1 kvrdgduvcEk7n1H2ovKhQx6guxLIQ0GBOix+YB0kNi4Z31YRIbm+gSLteNEm 6+sdiu+Ljx02FRmhstx7X8x1PaR+1WxMG3hAdF09Jap+rTWOKJJar3H9Zns+ +G/SXl9IxZfU3IZU3Q0oPVSjGMxBoUf83cnzGqDoTMuZwVFa0eP5N6W2r2tO 06YkewnQtDVn6LYaDtwE53LFkGbR/WRpXnbtc7jqOw98hYOyZSIHrzV3Tk9X NEJcsN0U3yQjTI3JjC7r1EOMz3NDUmSC6HotTVbWR6nNq1FEzRmkth9mJe5i ETdeqH5Lao7342jubAd/Dsbu7D/nuMcXiF/mWHsu9CV1u3BJ6hzjAlWDvXyo AGHpunsTjnGwF7bcLpjUJHpe9NRe2n7DzTdX/2KvrKs8pOlal/dJ/ATJKWt7 nTWHizbfo/2ciJXn4FLTgyLK/2s6CnWbbnDQ4q4NSi2uAx/f0IiFC6OYsVdq 80na+sXSg1u/MwxLNUEbOPjIl3i699fDj0B751a3fbZzfVZO2vVVZ0662/nA BEUuLt4r91TDxvLWtdnqudT7pKX9+Ie2vLUMcc+3057TkqLU9r1i2SuWHtT5 dtr3JUXW+4+19nPU/1JZj5eNliFunvwECL3dxQ== "], {{0, 0}, {26, 26}}, {0, 1}], Epilog->{{ TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "154", "\" examples of \"", "\"A\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9871794871794872`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9871794871794872`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9871794871794871`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{154, " examples of ", "A", " correctly classified"}], Row[{"Precision = ", 0.9871794871794872}], Row[{"Recall = ", 0.9871794871794872}], Row[{"FScore = ", 0.9871794871794871}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.00641025641025641`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006024096385542169`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "N", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.00641025641025641}], Row[{"Row fraction = ", 0.006024096385542169}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.00641025641025641`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.005952380952380952`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "Q", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.00641025641025641}], Row[{"Row fraction = ", 0.005952380952380952}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "A"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006578947368421052`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.00641025641025641`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "A", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.006578947368421052}], Row[{"Row fraction = ", 0.00641025641025641}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "132", "\" examples of \"", "\"B\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.868421052631579`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9705882352941176`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9166666666666667`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{132, " examples of ", "B", " correctly classified"}], Row[{"Precision = ", 0.868421052631579}], Row[{"Recall = ", 0.9705882352941176}], Row[{"FScore = ", 0.9166666666666667}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006578947368421052`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006578947368421052`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "E", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.006578947368421052}], Row[{"Row fraction = ", 0.006578947368421052}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006578947368421052`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006097560975609756`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "G", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.006578947368421052}], Row[{"Row fraction = ", 0.006097560975609756}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "4", "\" examples of \"", "\"H\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.02631578947368421`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.026490066225165563`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{4, " examples of ", "H", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.02631578947368421}], Row[{"Row fraction = ", 0.026490066225165563`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006578947368421052`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006060606060606061`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "I", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.006578947368421052}], Row[{"Row fraction = ", 0.006060606060606061}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"K\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.013157894736842105`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.0136986301369863`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "K", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.013157894736842105`}], Row[{"Row fraction = ", 0.0136986301369863}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006578947368421052`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006024096385542169`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "N", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.006578947368421052}], Row[{"Row fraction = ", 0.006024096385542169}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006578947368421052`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007194244604316547`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "O", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.006578947368421052}], Row[{"Row fraction = ", 0.007194244604316547}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "3", "\" examples of \"", "\"P\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.019736842105263157`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.017857142857142856`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{3, " examples of ", "P", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.019736842105263157`}], Row[{"Row fraction = ", 0.017857142857142856`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"R\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.013157894736842105`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012422360248447204`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "R", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.013157894736842105`}], Row[{"Row fraction = ", 0.012422360248447204`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006578947368421052`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.005952380952380952`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "U", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.006578947368421052}], Row[{"Row fraction = ", 0.005952380952380952}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006578947368421052`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007352941176470588`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "V", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.006578947368421052}], Row[{"Row fraction = ", 0.007352941176470588}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006578947368421052`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006289308176100629`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "X", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.006578947368421052}], Row[{"Row fraction = ", 0.006289308176100629}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "B"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "134", "\" examples of \"", "\"C\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9781021897810219`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9436619718309859`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9605734767025088`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{134, " examples of ", "C", " correctly classified"}], Row[{"Precision = ", 0.9781021897810219}], Row[{"Recall = ", 0.9436619718309859}], Row[{"FScore = ", 0.9605734767025088}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"E\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.014598540145985401`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.013157894736842105`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "E", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.014598540145985401`}], Row[{"Row fraction = ", 0.013157894736842105`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.0072992700729927005`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007194244604316547`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "O", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.0072992700729927005`}], Row[{"Row fraction = ", 0.007194244604316547}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "C"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "164", "\" examples of \"", "\"D\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.8817204301075269`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9820359281437125`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9291784702549576`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{164, " examples of ", "D", " correctly classified"}], Row[{"Precision = ", 0.8817204301075269}], Row[{"Recall = ", 0.9820359281437125}], Row[{"FScore = ", 0.9291784702549576}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.005376344086021506`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006097560975609756`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "G", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.005376344086021506}], Row[{"Row fraction = ", 0.006097560975609756}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "6", "\" examples of \"", "\"H\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.03225806451612903`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.039735099337748346`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{6, " examples of ", "H", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.03225806451612903}], Row[{"Row fraction = ", 0.039735099337748346`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.005376344086021506`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.00684931506849315`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "K", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.005376344086021506}], Row[{"Row fraction = ", 0.00684931506849315}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.005376344086021506`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006944444444444444`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "M", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.005376344086021506}], Row[{"Row fraction = ", 0.006944444444444444}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "4", "\" examples of \"", "\"N\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.021505376344086023`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.024096385542168676`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{4, " examples of ", "N", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.021505376344086023`}], Row[{"Row fraction = ", 0.024096385542168676`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"O\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.010752688172043012`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.014388489208633094`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "O", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.010752688172043012`}], Row[{"Row fraction = ", 0.014388489208633094`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.005376344086021506`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.005952380952380952`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "P", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.005376344086021506}], Row[{"Row fraction = ", 0.005952380952380952}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"Q\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.010752688172043012`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.011904761904761904`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "Q", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.010752688172043012`}], Row[{"Row fraction = ", 0.011904761904761904`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"T\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.010752688172043012`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.013245033112582781`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "T", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.010752688172043012`}], Row[{"Row fraction = ", 0.013245033112582781`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"X\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.010752688172043012`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012578616352201259`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "X", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.010752688172043012`}], Row[{"Row fraction = ", 0.012578616352201259`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "D"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"C\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.012738853503184714`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.014084507042253521`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "C", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.012738853503184714`}], Row[{"Row fraction = ", 0.014084507042253521`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "143", "\" examples of \"", "\"E\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.910828025477707`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9407894736842105`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9255663430420711`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{143, " examples of ", "E", " correctly classified"}], Row[{"Precision = ", 0.910828025477707}], Row[{"Recall = ", 0.9407894736842105}], Row[{"FScore = ", 0.9255663430420711}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"F\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.012738853503184714`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.013071895424836602`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "F", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.012738853503184714`}], Row[{"Row fraction = ", 0.013071895424836602`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "3", "\" examples of \"", "\"G\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.01910828025477707`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.018292682926829267`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{3, " examples of ", "G", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.01910828025477707}], Row[{"Row fraction = ", 0.018292682926829267`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "3", "\" examples of \"", "\"H\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.01910828025477707`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.019867549668874173`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{3, " examples of ", "H", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.01910828025477707}], Row[{"Row fraction = ", 0.019867549668874173`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006369426751592357`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.00684931506849315`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "K", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.006369426751592357}], Row[{"Row fraction = ", 0.00684931506849315}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"S\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.012738853503184714`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012422360248447204`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "S", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.012738853503184714`}], Row[{"Row fraction = ", 0.012422360248447204`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006369426751592357`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006329113924050633`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "Z", " misclassified as ", "E"}], Row[{"Column fraction = ", 0.006369426751592357}], Row[{"Row fraction = ", 0.006329113924050633}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006578947368421052`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006578947368421052`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "E", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.006578947368421052}], Row[{"Row fraction = ", 0.006578947368421052}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "144", "\" examples of \"", "\"F\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9473684210526315`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9411764705882353`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9442622950819671`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{144, " examples of ", "F", " correctly classified"}], Row[{"Precision = ", 0.9473684210526315}], Row[{"Recall = ", 0.9411764705882353}], Row[{"FScore = ", 0.9442622950819671}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006578947368421052`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006060606060606061`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "I", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.006578947368421052}], Row[{"Row fraction = ", 0.006060606060606061}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "4", "\" examples of \"", "\"P\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.02631578947368421`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.023809523809523808`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{4, " examples of ", "P", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.02631578947368421}], Row[{"Row fraction = ", 0.023809523809523808`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"S\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.013157894736842105`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012422360248447204`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "S", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.013157894736842105`}], Row[{"Row fraction = ", 0.012422360248447204`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "F"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.00641025641025641`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007042253521126761`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "C", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.00641025641025641}], Row[{"Row fraction = ", 0.007042253521126761}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "150", "\" examples of \"", "\"G\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9615384615384616`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9146341463414634`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9375000000000001`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{150, " examples of ", "G", " correctly classified"}], Row[{"Precision = ", 0.9615384615384616}], Row[{"Recall = ", 0.9146341463414634}], Row[{"FScore = ", 0.9375000000000001}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.00641025641025641`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006622516556291391`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "H", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.00641025641025641}], Row[{"Row fraction = ", 0.006622516556291391}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"K\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.01282051282051282`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.0136986301369863`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "K", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.01282051282051282}], Row[{"Row fraction = ", 0.0136986301369863}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.00641025641025641`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006369426751592357`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "L", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.00641025641025641}], Row[{"Row fraction = ", 0.006369426751592357}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.00641025641025641`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.005952380952380952`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "Q", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.00641025641025641}], Row[{"Row fraction = ", 0.005952380952380952}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "G"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"D\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.014598540145985401`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.011976047904191617`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "D", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.014598540145985401`}], Row[{"Row fraction = ", 0.011976047904191617`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.0072992700729927005`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006535947712418301`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "F", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.0072992700729927005`}], Row[{"Row fraction = ", 0.006535947712418301}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"G\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.014598540145985401`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012195121951219513`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "G", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.014598540145985401`}], Row[{"Row fraction = ", 0.012195121951219513`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "123", "\" examples of \"", "\"H\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.8978102189781022`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.8145695364238411`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.8541666666666667`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{123, " examples of ", "H", " correctly classified"}], Row[{"Precision = ", 0.8978102189781022}], Row[{"Recall = ", 0.8145695364238411}], Row[{"FScore = ", 0.8541666666666667}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.0072992700729927005`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.00684931506849315`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "K", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.0072992700729927005`}], Row[{"Row fraction = ", 0.00684931506849315}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"L\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.014598540145985401`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012738853503184714`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "L", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.014598540145985401`}], Row[{"Row fraction = ", 0.012738853503184714`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"N\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.014598540145985401`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012048192771084338`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "N", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.014598540145985401`}], Row[{"Row fraction = ", 0.012048192771084338`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.0072992700729927005`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.005952380952380952`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "P", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.0072992700729927005`}], Row[{"Row fraction = ", 0.005952380952380952}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"R\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.014598540145985401`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012422360248447204`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "R", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.014598540145985401`}], Row[{"Row fraction = ", 0.012422360248447204`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.0072992700729927005`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.005952380952380952`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "U", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.0072992700729927005`}], Row[{"Row fraction = ", 0.005952380952380952}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "H"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "158", "\" examples of \"", "\"I\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9518072289156626`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9575757575757575`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9546827794561933`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{158, " examples of ", "I", " correctly classified"}], Row[{"Precision = ", 0.9518072289156626}], Row[{"Recall = ", 0.9575757575757575}], Row[{"FScore = ", 0.9546827794561933}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "8", "\" examples of \"", "\"J\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.04819277108433735`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.05405405405405406`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{8, " examples of ", "J", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.04819277108433735}], Row[{"Row fraction = ", 0.05405405405405406}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "I"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006896551724137931`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007352941176470588`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "B", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.006896551724137931}], Row[{"Row fraction = ", 0.007352941176470588}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "4", "\" examples of \"", "\"I\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.027586206896551724`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.024242424242424242`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{4, " examples of ", "I", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.027586206896551724`}], Row[{"Row fraction = ", 0.024242424242424242`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "139", "\" examples of \"", "\"J\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9586206896551724`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9391891891891891`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9488054607508533`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{139, " examples of ", "J", " correctly classified"}], Row[{"Precision = ", 0.9586206896551724}], Row[{"Recall = ", 0.9391891891891891}], Row[{"FScore = ", 0.9488054607508533}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006896551724137931`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006369426751592357`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "L", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.006896551724137931}], Row[{"Row fraction = ", 0.006369426751592357}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "J"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.007194244604316547`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006578947368421052`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "E", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.007194244604316547}], Row[{"Row fraction = ", 0.006578947368421052}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "4", "\" examples of \"", "\"H\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.02877697841726619`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.026490066225165563`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{4, " examples of ", "H", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.02877697841726619}], Row[{"Row fraction = ", 0.026490066225165563`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "130", "\" examples of \"", "\"K\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.935251798561151`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.8904109589041096`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.912280701754386`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{130, " examples of ", "K", " correctly classified"}], Row[{"Precision = ", 0.935251798561151}], Row[{"Recall = ", 0.8904109589041096}], Row[{"FScore = ", 0.912280701754386}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"R\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.014388489208633094`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012422360248447204`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "R", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.014388489208633094`}], Row[{"Row fraction = ", 0.012422360248447204`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"X\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.014388489208633094`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012578616352201259`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "X", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.014388489208633094`}], Row[{"Row fraction = ", 0.012578616352201259`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "K"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006535947712418301`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007042253521126761`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "C", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.006535947712418301}], Row[{"Row fraction = ", 0.007042253521126761}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "151", "\" examples of \"", "\"L\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9869281045751634`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9617834394904459`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9741935483870969`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{151, " examples of ", "L", " correctly classified"}], Row[{"Precision = ", 0.9869281045751634}], Row[{"Recall = ", 0.9617834394904459}], Row[{"FScore = ", 0.9741935483870969}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006535947712418301`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006024096385542169`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "N", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.006535947712418301}], Row[{"Row fraction = ", 0.006024096385542169}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "L"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"G\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.013513513513513514`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012195121951219513`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "G", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.013513513513513514`}], Row[{"Row fraction = ", 0.012195121951219513`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "140", "\" examples of \"", "\"M\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9459459459459459`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9722222222222222`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9589041095890412`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{140, " examples of ", "M", " correctly classified"}], Row[{"Precision = ", 0.9459459459459459}], Row[{"Recall = ", 0.9722222222222222}], Row[{"FScore = ", 0.9589041095890412}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "3", "\" examples of \"", "\"N\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.02027027027027027`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.018072289156626505`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{3, " examples of ", "N", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.02027027027027027}], Row[{"Row fraction = ", 0.018072289156626505`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"W\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.013513513513513514`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.014388489208633094`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "W", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.013513513513513514`}], Row[{"Row fraction = ", 0.014388489208633094`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006756756756756757`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006896551724137931`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "Y", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.006756756756756757}], Row[{"Row fraction = ", 0.006896551724137931}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "M"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006578947368421052`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.005988023952095809`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "D", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.006578947368421052}], Row[{"Row fraction = ", 0.005988023952095809}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006578947368421052`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006535947712418301`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "F", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.006578947368421052}], Row[{"Row fraction = ", 0.006535947712418301}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "149", "\" examples of \"", "\"N\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9802631578947368`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.8975903614457831`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9371069182389937`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{149, " examples of ", "N", " correctly classified"}], Row[{"Precision = ", 0.9802631578947368}], Row[{"Recall = ", 0.8975903614457831}], Row[{"FScore = ", 0.9371069182389937}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006578947368421052`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007194244604316547`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "O", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.006578947368421052}], Row[{"Row fraction = ", 0.007194244604316547}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "N"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.0070921985815602835`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007042253521126761`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "C", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.0070921985815602835`}], Row[{"Row fraction = ", 0.007042253521126761}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"G\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.014184397163120567`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012195121951219513`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "G", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.014184397163120567`}], Row[{"Row fraction = ", 0.012195121951219513`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.0070921985815602835`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006622516556291391`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "H", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.0070921985815602835`}], Row[{"Row fraction = ", 0.006622516556291391}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "131", "\" examples of \"", "\"O\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9290780141843972`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9424460431654677`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9357142857142857`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{131, " examples of ", "O", " correctly classified"}], Row[{"Precision = ", 0.9290780141843972}], Row[{"Recall = ", 0.9424460431654677}], Row[{"FScore = ", 0.9357142857142857}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "3", "\" examples of \"", "\"Q\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.02127659574468085`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.017857142857142856`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{3, " examples of ", "Q", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.02127659574468085}], Row[{"Row fraction = ", 0.017857142857142856`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.0070921985815602835`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007352941176470588`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "V", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.0070921985815602835`}], Row[{"Row fraction = ", 0.007352941176470588}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"W\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.014184397163120567`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.014388489208633094`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "W", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.014184397163120567`}], Row[{"Row fraction = ", 0.014388489208633094`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "O"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "4", "\" examples of \"", "\"F\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.024390243902439025`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.026143790849673203`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{4, " examples of ", "F", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.024390243902439025`}], Row[{"Row fraction = ", 0.026143790849673203`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006097560975609756`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006060606060606061`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "I", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.006097560975609756}], Row[{"Row fraction = ", 0.006060606060606061}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "158", "\" examples of \"", "\"P\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9634146341463414`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9404761904761905`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9518072289156626`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{158, " examples of ", "P", " correctly classified"}], Row[{"Precision = ", 0.9634146341463414}], Row[{"Recall = ", 0.9404761904761905}], Row[{"FScore = ", 0.9518072289156626}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006097560975609756`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.005952380952380952`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "Q", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.006097560975609756}], Row[{"Row fraction = ", 0.005952380952380952}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "P"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.005988023952095809`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007042253521126761`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "C", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.005988023952095809}], Row[{"Row fraction = ", 0.007042253521126761}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.005988023952095809`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006097560975609756`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "G", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.005988023952095809}], Row[{"Row fraction = ", 0.006097560975609756}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.005988023952095809`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006622516556291391`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "H", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.005988023952095809}], Row[{"Row fraction = ", 0.006622516556291391}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "3", "\" examples of \"", "\"O\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.017964071856287425`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.02158273381294964`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{3, " examples of ", "O", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.017964071856287425`}], Row[{"Row fraction = ", 0.02158273381294964}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "159", "\" examples of \"", "\"Q\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9520958083832335`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9464285714285714`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9492537313432836`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{159, " examples of ", "Q", " correctly classified"}], Row[{"Precision = ", 0.9520958083832335}], Row[{"Recall = ", 0.9464285714285714}], Row[{"FScore = ", 0.9492537313432836}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.005988023952095809`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006622516556291391`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "T", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.005988023952095809}], Row[{"Row fraction = ", 0.006622516556291391}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.005988023952095809`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006329113924050633`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "Z", " misclassified as ", "Q"}], Row[{"Column fraction = ", 0.005988023952095809}], Row[{"Row fraction = ", 0.006329113924050633}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"B\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.012048192771084338`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.014705882352941176`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "B", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.012048192771084338`}], Row[{"Row fraction = ", 0.014705882352941176`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006024096385542169`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006097560975609756`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "G", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.006024096385542169}], Row[{"Row fraction = ", 0.006097560975609756}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "7", "\" examples of \"", "\"H\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.04216867469879518`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.046357615894039736`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{7, " examples of ", "H", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.04216867469879518}], Row[{"Row fraction = ", 0.046357615894039736`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "3", "\" examples of \"", "\"K\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.018072289156626505`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.02054794520547945`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{3, " examples of ", "K", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.018072289156626505`}], Row[{"Row fraction = ", 0.02054794520547945}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006024096385542169`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006024096385542169`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "N", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.006024096385542169}], Row[{"Row fraction = ", 0.006024096385542169}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "151", "\" examples of \"", "\"R\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9096385542168675`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.937888198757764`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9235474006116209`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{151, " examples of ", "R", " correctly classified"}], Row[{"Precision = ", 0.9096385542168675}], Row[{"Recall = ", 0.937888198757764}], Row[{"FScore = ", 0.9235474006116209}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006024096385542169`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006211180124223602`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "S", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.006024096385542169}], Row[{"Row fraction = ", 0.006211180124223602}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "R"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "152", "\" examples of \"", "\"S\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.987012987012987`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9440993788819876`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9650793650793651`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{152, " examples of ", "S", " correctly classified"}], Row[{"Precision = ", 0.987012987012987}], Row[{"Recall = ", 0.9440993788819876}], Row[{"FScore = ", 0.9650793650793651}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006493506493506494`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007352941176470588`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "V", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.006493506493506494}], Row[{"Row fraction = ", 0.007352941176470588}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006493506493506494`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006329113924050633`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "Z", " misclassified as ", "S"}], Row[{"Column fraction = ", 0.006493506493506494}], Row[{"Row fraction = ", 0.006329113924050633}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"R\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.013422818791946308`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012422360248447204`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "R", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.013422818791946308`}], Row[{"Row fraction = ", 0.012422360248447204`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006711409395973154`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006211180124223602`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "S", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.006711409395973154}], Row[{"Row fraction = ", 0.006211180124223602}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "146", "\" examples of \"", "\"T\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9798657718120806`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9668874172185431`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9733333333333334`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{146, " examples of ", "T", " correctly classified"}], Row[{"Precision = ", 0.9798657718120806}], Row[{"Recall = ", 0.9668874172185431}], Row[{"FScore = ", 0.9733333333333334}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "T"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.0058823529411764705`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006756756756756757`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "J", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.0058823529411764705`}], Row[{"Row fraction = ", 0.006756756756756757}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "165", "\" examples of \"", "\"U\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9705882352941176`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9821428571428571`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9763313609467456`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{165, " examples of ", "U", " correctly classified"}], Row[{"Precision = ", 0.9705882352941176}], Row[{"Recall = ", 0.9821428571428571}], Row[{"FScore = ", 0.9763313609467456}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.0058823529411764705`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007194244604316547`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "W", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.0058823529411764705`}], Row[{"Row fraction = ", 0.007194244604316547}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "3", "\" examples of \"", "\"X\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.01764705882352941`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.018867924528301886`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{3, " examples of ", "X", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.01764705882352941}], Row[{"Row fraction = ", 0.018867924528301886`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "U"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006896551724137931`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007042253521126761`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "C", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.006896551724137931}], Row[{"Row fraction = ", 0.007042253521126761}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006896551724137931`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006535947712418301`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "F", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.006896551724137931}], Row[{"Row fraction = ", 0.006535947712418301}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"M\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.013793103448275862`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.013888888888888888`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "M", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.013793103448275862`}], Row[{"Row fraction = ", 0.013888888888888888`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "4", "\" examples of \"", "\"N\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.027586206896551724`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.024096385542168676`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{4, " examples of ", "N", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.027586206896551724`}], Row[{"Row fraction = ", 0.024096385542168676`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006896551724137931`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.005952380952380952`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "Q", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.006896551724137931}], Row[{"Row fraction = ", 0.005952380952380952}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"R\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.013793103448275862`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012422360248447204`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "R", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.013793103448275862`}], Row[{"Row fraction = ", 0.012422360248447204`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006896551724137931`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.005952380952380952`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "U", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.006896551724137931}], Row[{"Row fraction = ", 0.005952380952380952}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "132", "\" examples of \"", "\"V\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9103448275862069`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9705882352941176`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9395017793594305`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{132, " examples of ", "V", " correctly classified"}], Row[{"Precision = ", 0.9103448275862069}], Row[{"Recall = ", 0.9705882352941176}], Row[{"FScore = ", 0.9395017793594305}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006896551724137931`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006896551724137931`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "Y", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.006896551724137931}], Row[{"Row fraction = ", 0.006896551724137931}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "V"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.0072992700729927005`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007042253521126761`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "C", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.0072992700729927005`}], Row[{"Row fraction = ", 0.007042253521126761}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.0072992700729927005`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006944444444444444`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "M", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.0072992700729927005`}], Row[{"Row fraction = ", 0.006944444444444444}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.0072992700729927005`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007352941176470588`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "V", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.0072992700729927005`}], Row[{"Row fraction = ", 0.007352941176470588}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "134", "\" examples of \"", "\"W\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9781021897810219`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9640287769784173`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9710144927536232`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{134, " examples of ", "W", " correctly classified"}], Row[{"Precision = ", 0.9781021897810219}], Row[{"Recall = ", 0.9640287769784173}], Row[{"FScore = ", 0.9710144927536232}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "W"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006060606060606061`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.007352941176470588`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "B", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.006060606060606061}], Row[{"Row fraction = ", 0.007352941176470588}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006060606060606061`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006097560975609756`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "G", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.006060606060606061}], Row[{"Row fraction = ", 0.006097560975609756}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "6", "\" examples of \"", "\"K\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.03636363636363636`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.0410958904109589`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{6, " examples of ", "K", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.03636363636363636}], Row[{"Row fraction = ", 0.0410958904109589}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"L\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.012121212121212121`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012738853503184714`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "L", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.012121212121212121`}], Row[{"Row fraction = ", 0.012738853503184714`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006060606060606061`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006211180124223602`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "S", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.006060606060606061}], Row[{"Row fraction = ", 0.006211180124223602}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006060606060606061`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006622516556291391`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "T", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.006060606060606061}], Row[{"Row fraction = ", 0.006622516556291391}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "151", "\" examples of \"", "\"X\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9151515151515152`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.949685534591195`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9320987654320987`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{151, " examples of ", "X", " correctly classified"}], Row[{"Precision = ", 0.9151515151515152}], Row[{"Recall = ", 0.949685534591195}], Row[{"FScore = ", 0.9320987654320987}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006060606060606061`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006896551724137931`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "Y", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.006060606060606061}], Row[{"Row fraction = ", 0.006896551724137931}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.006060606060606061`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006329113924050633`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "Z", " misclassified as ", "X"}], Row[{"Column fraction = ", 0.006060606060606061}], Row[{"Row fraction = ", 0.006329113924050633}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.00684931506849315`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.00641025641025641`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "A", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.00684931506849315}], Row[{"Row fraction = ", 0.00641025641025641}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"E\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "E", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.00684931506849315`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006622516556291391`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "H", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.00684931506849315}], Row[{"Row fraction = ", 0.006622516556291391}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.00684931506849315`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.005952380952380952`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "P", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.00684931506849315}], Row[{"Row fraction = ", 0.005952380952380952}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"S\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "S", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "1", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.00684931506849315`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.006622516556291391`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{1, " example of ", "T", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.00684931506849315}], Row[{"Row fraction = ", 0.006622516556291391}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "142", "\" examples of \"", "\"Y\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9726027397260274`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9793103448275862`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9759450171821304`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{142, " examples of ", "Y", " correctly classified"}], Row[{"Precision = ", 0.9726027397260274}], Row[{"Recall = ", 0.9793103448275862}], Row[{"FScore = ", 0.9759450171821304}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Z\"", "\" misclassified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Z", " misclassified as ", "Y"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ]}, { TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 25.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"A\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "A", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 24.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"B\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "B", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 23.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"C\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "C", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 22.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"D\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "D", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 21.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "4", "\" examples of \"", "\"E\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.025`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.02631578947368421`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{4, " examples of ", "E", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.025}], Row[{"Row fraction = ", 0.02631578947368421}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 20.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"F\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "F", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 19.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"G\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "G", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 18.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"H\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "H", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 17.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"I\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "I", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 16.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"J\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "J", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 15.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"K\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "K", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 14.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"L\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "L", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 13.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"M\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "M", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 12.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"N\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "N", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 11.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"O\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "O", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 10.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"P\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "P", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 9.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Q\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Q", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 8.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"R\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "R", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 7.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "2", "\" examples of \"", "\"S\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.0125`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.012422360248447204`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{2, " examples of ", "S", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.0125}], Row[{"Row fraction = ", 0.012422360248447204`}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 6.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"T\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "T", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 5.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"U\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "U", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 4.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"V\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "V", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 3.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"W\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "W", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 2.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"X\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "X", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 1.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "0", "\" example of \"", "\"Y\"", "\" misclassified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Column fraction = \"", "0.`"}, "RowDefault"]}, { TemplateBox[{"\"Row fraction = \"", "0.`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{0, " example of ", "Y", " misclassified as ", "Z"}], Row[{"Column fraction = ", 0.}], Row[{"Row fraction = ", 0.}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, 0.5}, Automatic, {1., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "154", "\" examples of \"", "\"Z\"", "\" correctly classified\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9625`"}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9746835443037974`"}, "RowDefault"]}, { TemplateBox[{"\"FScore = \"", "0.9685534591194969`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{154, " examples of ", "Z", " correctly classified"}], Row[{"Precision = ", 0.9625}], Row[{"Recall = ", 0.9746835443037974}], Row[{"FScore = ", 0.9685534591194969}]}], "Tooltip"]& ]}, TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 25.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "156", "\" example\"", "\"s\"", "\" of class \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9871794871794872`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{156, " example", "s", " of class ", "A"}], Row[{"Recall = ", 0.9871794871794872}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 24.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "136", "\" example\"", "\"s\"", "\" of class \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9705882352941176`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{136, " example", "s", " of class ", "B"}], Row[{"Recall = ", 0.9705882352941176}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 23.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "142", "\" example\"", "\"s\"", "\" of class \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9436619718309859`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{142, " example", "s", " of class ", "C"}], Row[{"Recall = ", 0.9436619718309859}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 22.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "167", "\" example\"", "\"s\"", "\" of class \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9820359281437125`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{167, " example", "s", " of class ", "D"}], Row[{"Recall = ", 0.9820359281437125}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 21.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "152", "\" example\"", "\"s\"", "\" of class \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9407894736842105`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{152, " example", "s", " of class ", "E"}], Row[{"Recall = ", 0.9407894736842105}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 20.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "153", "\" example\"", "\"s\"", "\" of class \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9411764705882353`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{153, " example", "s", " of class ", "F"}], Row[{"Recall = ", 0.9411764705882353}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 19.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "164", "\" example\"", "\"s\"", "\" of class \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9146341463414634`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{164, " example", "s", " of class ", "G"}], Row[{"Recall = ", 0.9146341463414634}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 18.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "151", "\" example\"", "\"s\"", "\" of class \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.8145695364238411`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{151, " example", "s", " of class ", "H"}], Row[{"Recall = ", 0.8145695364238411}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 17.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "165", "\" example\"", "\"s\"", "\" of class \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9575757575757575`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{165, " example", "s", " of class ", "I"}], Row[{"Recall = ", 0.9575757575757575}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 16.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "148", "\" example\"", "\"s\"", "\" of class \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9391891891891891`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{148, " example", "s", " of class ", "J"}], Row[{"Recall = ", 0.9391891891891891}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 15.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "146", "\" example\"", "\"s\"", "\" of class \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.8904109589041096`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{146, " example", "s", " of class ", "K"}], Row[{"Recall = ", 0.8904109589041096}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 14.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "157", "\" example\"", "\"s\"", "\" of class \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9617834394904459`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{157, " example", "s", " of class ", "L"}], Row[{"Recall = ", 0.9617834394904459}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 13.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "144", "\" example\"", "\"s\"", "\" of class \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9722222222222222`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{144, " example", "s", " of class ", "M"}], Row[{"Recall = ", 0.9722222222222222}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 12.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "166", "\" example\"", "\"s\"", "\" of class \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.8975903614457831`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{166, " example", "s", " of class ", "N"}], Row[{"Recall = ", 0.8975903614457831}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 11.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "139", "\" example\"", "\"s\"", "\" of class \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9424460431654677`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{139, " example", "s", " of class ", "O"}], Row[{"Recall = ", 0.9424460431654677}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 10.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "168", "\" example\"", "\"s\"", "\" of class \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9404761904761905`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{168, " example", "s", " of class ", "P"}], Row[{"Recall = ", 0.9404761904761905}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 9.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "168", "\" example\"", "\"s\"", "\" of class \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9464285714285714`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{168, " example", "s", " of class ", "Q"}], Row[{"Recall = ", 0.9464285714285714}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 8.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "161", "\" example\"", "\"s\"", "\" of class \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.937888198757764`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{161, " example", "s", " of class ", "R"}], Row[{"Recall = ", 0.937888198757764}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 7.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "161", "\" example\"", "\"s\"", "\" of class \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9440993788819876`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{161, " example", "s", " of class ", "S"}], Row[{"Recall = ", 0.9440993788819876}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 6.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "151", "\" example\"", "\"s\"", "\" of class \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9668874172185431`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{151, " example", "s", " of class ", "T"}], Row[{"Recall = ", 0.9668874172185431}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 5.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "168", "\" example\"", "\"s\"", "\" of class \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9821428571428571`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{168, " example", "s", " of class ", "U"}], Row[{"Recall = ", 0.9821428571428571}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 4.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "136", "\" example\"", "\"s\"", "\" of class \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9705882352941176`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{136, " example", "s", " of class ", "V"}], Row[{"Recall = ", 0.9705882352941176}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 3.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "139", "\" example\"", "\"s\"", "\" of class \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9640287769784173`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{139, " example", "s", " of class ", "W"}], Row[{"Recall = ", 0.9640287769784173}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 2.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "159", "\" example\"", "\"s\"", "\" of class \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.949685534591195`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{159, " example", "s", " of class ", "X"}], Row[{"Recall = ", 0.949685534591195}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 1.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "145", "\" example\"", "\"s\"", "\" of class \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9793103448275862`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{145, " example", "s", " of class ", "Y"}], Row[{"Recall = ", 0.9793103448275862}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {26.5, 0.5}, Automatic, {10., 1.}], TagBox[ GridBox[{{ TemplateBox[{ "158", "\" example\"", "\"s\"", "\" of class \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Recall = \"", "0.9746835443037974`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{158, " example", "s", " of class ", "Z"}], Row[{"Recall = ", 0.9746835443037974}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {0.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "156", "\" example\"", "\"s\"", "\" classified as \"", "\"A\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9871794871794872`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{156, " example", "s", " classified as ", "A"}], Row[{"Precision = ", 0.9871794871794872}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {1.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "152", "\" example\"", "\"s\"", "\" classified as \"", "\"B\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.868421052631579`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{152, " example", "s", " classified as ", "B"}], Row[{"Precision = ", 0.868421052631579}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {2.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "137", "\" example\"", "\"s\"", "\" classified as \"", "\"C\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9781021897810219`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{137, " example", "s", " classified as ", "C"}], Row[{"Precision = ", 0.9781021897810219}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {3.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "186", "\" example\"", "\"s\"", "\" classified as \"", "\"D\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.8817204301075269`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{186, " example", "s", " classified as ", "D"}], Row[{"Precision = ", 0.8817204301075269}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {4.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "157", "\" example\"", "\"s\"", "\" classified as \"", "\"E\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.910828025477707`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{157, " example", "s", " classified as ", "E"}], Row[{"Precision = ", 0.910828025477707}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {5.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "152", "\" example\"", "\"s\"", "\" classified as \"", "\"F\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9473684210526315`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{152, " example", "s", " classified as ", "F"}], Row[{"Precision = ", 0.9473684210526315}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {6.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "156", "\" example\"", "\"s\"", "\" classified as \"", "\"G\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9615384615384616`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{156, " example", "s", " classified as ", "G"}], Row[{"Precision = ", 0.9615384615384616}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {7.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "137", "\" example\"", "\"s\"", "\" classified as \"", "\"H\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.8978102189781022`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{137, " example", "s", " classified as ", "H"}], Row[{"Precision = ", 0.8978102189781022}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {8.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "166", "\" example\"", "\"s\"", "\" classified as \"", "\"I\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9518072289156626`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{166, " example", "s", " classified as ", "I"}], Row[{"Precision = ", 0.9518072289156626}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {9.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "145", "\" example\"", "\"s\"", "\" classified as \"", "\"J\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9586206896551724`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{145, " example", "s", " classified as ", "J"}], Row[{"Precision = ", 0.9586206896551724}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {10.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "139", "\" example\"", "\"s\"", "\" classified as \"", "\"K\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.935251798561151`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{139, " example", "s", " classified as ", "K"}], Row[{"Precision = ", 0.935251798561151}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {11.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "153", "\" example\"", "\"s\"", "\" classified as \"", "\"L\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9869281045751634`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{153, " example", "s", " classified as ", "L"}], Row[{"Precision = ", 0.9869281045751634}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {12.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "148", "\" example\"", "\"s\"", "\" classified as \"", "\"M\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9459459459459459`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{148, " example", "s", " classified as ", "M"}], Row[{"Precision = ", 0.9459459459459459}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {13.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "152", "\" example\"", "\"s\"", "\" classified as \"", "\"N\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9802631578947368`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{152, " example", "s", " classified as ", "N"}], Row[{"Precision = ", 0.9802631578947368}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {14.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "141", "\" example\"", "\"s\"", "\" classified as \"", "\"O\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9290780141843972`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{141, " example", "s", " classified as ", "O"}], Row[{"Precision = ", 0.9290780141843972}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {15.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "164", "\" example\"", "\"s\"", "\" classified as \"", "\"P\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9634146341463414`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{164, " example", "s", " classified as ", "P"}], Row[{"Precision = ", 0.9634146341463414}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {16.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "167", "\" example\"", "\"s\"", "\" classified as \"", "\"Q\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9520958083832335`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{167, " example", "s", " classified as ", "Q"}], Row[{"Precision = ", 0.9520958083832335}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {17.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "166", "\" example\"", "\"s\"", "\" classified as \"", "\"R\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9096385542168675`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{166, " example", "s", " classified as ", "R"}], Row[{"Precision = ", 0.9096385542168675}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {18.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "154", "\" example\"", "\"s\"", "\" classified as \"", "\"S\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.987012987012987`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{154, " example", "s", " classified as ", "S"}], Row[{"Precision = ", 0.987012987012987}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {19.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "149", "\" example\"", "\"s\"", "\" classified as \"", "\"T\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9798657718120806`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{149, " example", "s", " classified as ", "T"}], Row[{"Precision = ", 0.9798657718120806}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {20.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "170", "\" example\"", "\"s\"", "\" classified as \"", "\"U\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9705882352941176`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{170, " example", "s", " classified as ", "U"}], Row[{"Precision = ", 0.9705882352941176}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {21.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "145", "\" example\"", "\"s\"", "\" classified as \"", "\"V\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9103448275862069`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{145, " example", "s", " classified as ", "V"}], Row[{"Precision = ", 0.9103448275862069}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {22.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "137", "\" example\"", "\"s\"", "\" classified as \"", "\"W\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9781021897810219`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{137, " example", "s", " classified as ", "W"}], Row[{"Precision = ", 0.9781021897810219}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {23.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "165", "\" example\"", "\"s\"", "\" classified as \"", "\"X\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9151515151515152`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{165, " example", "s", " classified as ", "X"}], Row[{"Precision = ", 0.9151515151515152}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {24.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "146", "\" example\"", "\"s\"", "\" classified as \"", "\"Y\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9726027397260274`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{146, " example", "s", " classified as ", "Y"}], Row[{"Precision = ", 0.9726027397260274}]}], "Tooltip"]& ], TagBox[ TooltipBox[ InsetBox[ GraphicsBox[{ Opacity[0.], RectangleBox[{0, 0}, {1, 1}]}], {25.5, -0.5}, Automatic, {1., 10.}], TagBox[ GridBox[{{ TemplateBox[{ "160", "\" example\"", "\"s\"", "\" classified as \"", "\"Z\""}, "RowDefault"]}, { TemplateBox[{"\"Precision = \"", "0.9625`"}, "RowDefault"]}}, GridBoxAlignment -> {"Columns" -> {{Left}}}, DefaultBaseStyle -> "Column", GridBoxItemSize -> { "Columns" -> {{Automatic}}, "Rows" -> {{Automatic}}}], "Column"]], Annotation[#, Column[{ Row[{160, " example", "s", " classified as ", "Z"}], Row[{"Precision = ", 0.9625}]}], "Tooltip"]& ]}, Frame->True, FrameLabel->{ FormBox["\"predicted class\"", TraditionalForm], FormBox["\"actual class\"", TraditionalForm]}, FrameTicks->{{{{25.5, FormBox[ RotationBox["\"A\"", BoxRotation -> 0.], TraditionalForm]}, {24.5, FormBox[ RotationBox["\"B\"", BoxRotation -> 0.], TraditionalForm]}, {23.5, FormBox[ RotationBox["\"C\"", BoxRotation -> 0.], TraditionalForm]}, {22.5, FormBox[ RotationBox["\"D\"", BoxRotation -> 0.], TraditionalForm]}, {21.5, FormBox[ RotationBox["\"E\"", BoxRotation -> 0.], TraditionalForm]}, {20.5, FormBox[ RotationBox["\"F\"", BoxRotation -> 0.], TraditionalForm]}, {19.5, FormBox[ RotationBox["\"G\"", BoxRotation -> 0.], TraditionalForm]}, {18.5, FormBox[ RotationBox["\"H\"", BoxRotation -> 0.], TraditionalForm]}, {17.5, FormBox[ RotationBox["\"I\"", BoxRotation -> 0.], TraditionalForm]}, {16.5, FormBox[ RotationBox["\"J\"", BoxRotation -> 0.], TraditionalForm]}, {15.5, FormBox[ RotationBox["\"K\"", BoxRotation -> 0.], TraditionalForm]}, {14.5, FormBox[ RotationBox["\"L\"", BoxRotation -> 0.], TraditionalForm]}, {13.5, FormBox[ RotationBox["\"M\"", BoxRotation -> 0.], TraditionalForm]}, {12.5, FormBox[ RotationBox["\"N\"", BoxRotation -> 0.], TraditionalForm]}, {11.5, FormBox[ RotationBox["\"O\"", BoxRotation -> 0.], TraditionalForm]}, {10.5, FormBox[ RotationBox["\"P\"", BoxRotation -> 0.], TraditionalForm]}, {9.5, FormBox[ RotationBox["\"Q\"", BoxRotation -> 0.], TraditionalForm]}, {8.5, FormBox[ RotationBox["\"R\"", BoxRotation -> 0.], TraditionalForm]}, {7.5, FormBox[ RotationBox["\"S\"", BoxRotation -> 0.], TraditionalForm]}, {6.5, FormBox[ RotationBox["\"T\"", BoxRotation -> 0.], TraditionalForm]}, {5.5, FormBox[ RotationBox["\"U\"", BoxRotation -> 0.], TraditionalForm]}, {4.5, FormBox[ RotationBox["\"V\"", BoxRotation -> 0.], TraditionalForm]}, {3.5, FormBox[ RotationBox["\"W\"", BoxRotation -> 0.], TraditionalForm]}, {2.5, FormBox[ RotationBox["\"X\"", BoxRotation -> 0.], TraditionalForm]}, {1.5, FormBox[ RotationBox["\"Y\"", BoxRotation -> 0.], TraditionalForm]}, {0.5, FormBox[ RotationBox["\"Z\"", BoxRotation -> 0.], TraditionalForm]}}, {{25.5, FormBox["156", TraditionalForm]}, {24.5, FormBox["136", TraditionalForm]}, {23.5, FormBox["142", TraditionalForm]}, {22.5, FormBox["167", TraditionalForm]}, {21.5, FormBox["152", TraditionalForm]}, {20.5, FormBox["153", TraditionalForm]}, {19.5, FormBox["164", TraditionalForm]}, {18.5, FormBox["151", TraditionalForm]}, {17.5, FormBox["165", TraditionalForm]}, {16.5, FormBox["148", TraditionalForm]}, {15.5, FormBox["146", TraditionalForm]}, {14.5, FormBox["157", TraditionalForm]}, {13.5, FormBox["144", TraditionalForm]}, {12.5, FormBox["166", TraditionalForm]}, {11.5, FormBox["139", TraditionalForm]}, {10.5, FormBox["168", TraditionalForm]}, {9.5, FormBox["168", TraditionalForm]}, {8.5, FormBox["161", TraditionalForm]}, {7.5, FormBox["161", TraditionalForm]}, {6.5, FormBox["151", TraditionalForm]}, {5.5, FormBox["168", TraditionalForm]}, {4.5, FormBox["136", TraditionalForm]}, {3.5, FormBox["139", TraditionalForm]}, {2.5, FormBox["159", TraditionalForm]}, {1.5, FormBox["145", TraditionalForm]}, {0.5, FormBox["158", TraditionalForm]}}}, {{{0.5, FormBox[ RotationBox["156", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {1.5, FormBox[ RotationBox["152", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {2.5, FormBox[ RotationBox["137", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {3.5, FormBox[ RotationBox["186", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {4.5, FormBox[ RotationBox["157", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {5.5, FormBox[ RotationBox["152", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {6.5, FormBox[ RotationBox["156", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {7.5, FormBox[ RotationBox["137", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {8.5, FormBox[ RotationBox["166", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {9.5, FormBox[ RotationBox["145", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {10.5, FormBox[ RotationBox["139", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {11.5, FormBox[ RotationBox["153", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {12.5, FormBox[ RotationBox["148", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {13.5, FormBox[ RotationBox["152", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {14.5, FormBox[ RotationBox["141", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {15.5, FormBox[ RotationBox["164", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {16.5, FormBox[ RotationBox["167", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {17.5, FormBox[ RotationBox["166", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {18.5, FormBox[ RotationBox["154", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {19.5, FormBox[ RotationBox["149", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {20.5, FormBox[ RotationBox["170", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {21.5, FormBox[ RotationBox["145", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {22.5, FormBox[ RotationBox["137", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {23.5, FormBox[ RotationBox["165", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {24.5, FormBox[ RotationBox["146", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {25.5, FormBox[ RotationBox["160", BoxRotation -> 1.5707963267948966`], TraditionalForm]}}, {{0.5, FormBox[ RotationBox["\"A\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {1.5, FormBox[ RotationBox["\"B\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {2.5, FormBox[ RotationBox["\"C\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {3.5, FormBox[ RotationBox["\"D\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {4.5, FormBox[ RotationBox["\"E\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {5.5, FormBox[ RotationBox["\"F\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {6.5, FormBox[ RotationBox["\"G\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {7.5, FormBox[ RotationBox["\"H\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {8.5, FormBox[ RotationBox["\"I\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {9.5, FormBox[ RotationBox["\"J\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {10.5, FormBox[ RotationBox["\"K\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {11.5, FormBox[ RotationBox["\"L\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {12.5, FormBox[ RotationBox["\"M\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {13.5, FormBox[ RotationBox["\"N\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {14.5, FormBox[ RotationBox["\"O\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {15.5, FormBox[ RotationBox["\"P\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {16.5, FormBox[ RotationBox["\"Q\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {17.5, FormBox[ RotationBox["\"R\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {18.5, FormBox[ RotationBox["\"S\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {19.5, FormBox[ RotationBox["\"T\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {20.5, FormBox[ RotationBox["\"U\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {21.5, FormBox[ RotationBox["\"V\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {22.5, FormBox[ RotationBox["\"W\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {23.5, FormBox[ RotationBox["\"X\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {24.5, FormBox[ RotationBox["\"Y\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}, {25.5, FormBox[ RotationBox["\"Z\"", BoxRotation -> 1.5707963267948966`], TraditionalForm]}}}}, FrameTicksStyle->11.587954624807832`, GridLinesStyle->Directive[ GrayLevel[0.5, 0.4]], ImageSize->416.35116125725386`, Method->{ "AxisPadding" -> Scaled[0.02], "DefaultBoundaryStyle" -> Automatic, "DefaultGraphicsInteraction" -> { "Version" -> 1.2, "TrackMousePosition" -> {True, False}, "Effects" -> { "Highlight" -> {"ratio" -> 2}, "HighlightPoint" -> {"ratio" -> 2}, "Droplines" -> { "freeformCursorMode" -> True, "placement" -> {"x" -> "All", "y" -> "None"}}}}, "DefaultPlotStyle" -> Automatic, "DomainPadding" -> Scaled[0.02], "RangePadding" -> Scaled[0.05]}, PlotRangePadding->None]], "Output", CellChangeTimes->{{3.696377005707614*^9, 3.69637702247129*^9}, { 3.696377225845625*^9, 3.696377236186659*^9}, 3.696377278504891*^9, { 3.696377319054945*^9, 3.6963773247475147`*^9}, 3.6963774601870575`*^9, { 3.696377490692107*^9, 3.696377510279066*^9}, 3.7131971351453943`*^9, 3.7131979510740013`*^9, 3.734450691685686*^9, {3.7344529846361713`*^9, 3.734452987368313*^9}, 3.7670254779357767`*^9, 3.768241793063159*^9, 3.768242107554443*^9, 3.7682422728205843`*^9, 3.7692685162319727`*^9, 3.7692710713245907`*^9}, CellLabel->"Out[14]="] }, Open ]] }, Open ]] }, Open ]] }, WindowSize->Automatic, WindowMargins->Automatic, Visible->True, DockedCells->{}, FrontEndVersion->"12.0 for Mac OS X x86 (64-bit) (April 8, 2019)", StyleDefinitions->FrontEnd`FileName[{"Wolfram"}, "DataResourceDefinitionStyles.nb", CharacterEncoding -> "UTF-8"] ] (* End of Notebook Content *) (* Internal cache information *) (*CellTagsOutline CellTagsIndex->{ "DataResourceExampleArea"->{ Cell[580, 22, 96, 2, 70, "DataResourceWhiteSection",ExpressionUUID->"4d406840-4811-4bbd-80bb-7a0ac9e5b462", CellTags->"DataResourceExampleArea"]} } *) (*CellTagsIndex CellTagsIndex->{ {"DataResourceExampleArea", 998700, 23996} } *) (*NotebookFileOutline Notebook[{ Cell[CellGroupData[{ Cell[580, 22, 96, 2, 70, "DataResourceWhiteSection",ExpressionUUID->"4d406840-4811-4bbd-80bb-7a0ac9e5b462", CellTags->"DataResourceExampleArea"], Cell[CellGroupData[{ Cell[701, 28, 227, 7, 70, "Subsection",ExpressionUUID->"f9aafbb9-c8ac-42fa-913b-bdd2a9263264"], Cell[931, 37, 170, 3, 70, "Text",ExpressionUUID->"acb77346-1aa0-4acc-a94a-04112bc9fbc9", CellGroupingRules->"NormalGrouping"], Cell[CellGroupData[{ Cell[1126, 44, 339, 8, 70, "Input",ExpressionUUID->"9b4815f8-c1c1-4f7a-a06d-1084f7d897cc"], Cell[1468, 54, 19626, 375, 70, "Output",ExpressionUUID->"3a1b4503-c97d-4fb0-ae45-2d7a5232eb76"] }, Open ]], Cell[21109, 432, 162, 2, 70, "Text",ExpressionUUID->"5bbb0b72-131e-4761-aa01-4c1d6ba3c41b"], Cell[CellGroupData[{ Cell[21296, 438, 424, 10, 70, "Input",ExpressionUUID->"f1035732-45c9-45e5-9173-062a84eefa23"], Cell[21723, 450, 69382, 1427, 70, "Output",ExpressionUUID->"f4852af2-6a4f-4577-b57d-3daaf952d984"] }, Open ]] }, Open ]], Cell[CellGroupData[{ Cell[91154, 1883, 98, 1, 70, "Subsection",ExpressionUUID->"08065172-c6d9-4a06-a72f-ea5e5f60a980"], Cell[91255, 1886, 103, 1, 70, "Text",ExpressionUUID->"8fd20da5-6e3d-419d-a342-e65d1a111bfc"], Cell[CellGroupData[{ Cell[91383, 1891, 708, 12, 70, "Input",ExpressionUUID->"e7d7b489-beae-4aa9-a994-8f65227ef80f"], Cell[92094, 1905, 15815, 309, 70, "Output",ExpressionUUID->"e111ac85-523f-4bab-b858-f5d6c947f23e"] }, Open ]], Cell[107924, 2217, 439, 6, 70, "Text",ExpressionUUID->"1b0ae26d-1992-41ae-8ee2-8166a44876aa", CellGroupingRules->"NormalGrouping"], Cell[CellGroupData[{ Cell[108388, 2227, 501, 8, 70, "Input",ExpressionUUID->"8d98dc92-7d74-45ed-b8e5-6222134abec2"], Cell[108892, 2237, 194762, 3936, 70, "Output",ExpressionUUID->"04dfd81b-6c99-4c41-896e-997fffb9b28b"] }, Open ]], Cell[303669, 6176, 370, 5, 70, "Text",ExpressionUUID->"90f3369a-fc73-4074-ab0c-d143ae3964ae"], Cell[CellGroupData[{ Cell[304064, 6185, 439, 9, 70, "Input",ExpressionUUID->"5e49bccf-960c-42d5-be08-9a1e329542b8"], Cell[304506, 6196, 693760, 17782, 70, "Output",ExpressionUUID->"95b525c2-55f4-45e3-bcbf-8073210a2276"] }, Open ]] }, Open ]] }, Open ]] } ] *) (* End of internal cache information *)