Changeset 15638

Timestamp:

01/22/18 16:07:05 (7 years ago)

Author:

bburlacu

Message:

#2884: Implement variable impacts calculation and view for classification solutions.

Location:

trunk/sources

Files:

• HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/ClassificationSolutionVariableImpactsView.Designer.cs (copied) (copied from trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/Regression/RegressionSolutionVariableImpactsView.Designer.cs) (6 diffs)
• HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/ClassificationSolutionVariableImpactsView.cs (copied) (copied from trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/Regression/RegressionSolutionVariableImpactsView.cs) (4 diffs)
• HeuristicLab.Problems.DataAnalysis.Views/3.4/HeuristicLab.Problems.DataAnalysis.Views-3.4.csproj (modified) (1 diff)
• HeuristicLab.Problems.DataAnalysis/3.4/HeuristicLab.Problems.DataAnalysis-3.4.csproj (modified) (1 diff)
• HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationSolutionVariableImpactsCalculator.cs (added)

trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/ClassificationSolutionVariableImpactsView.Designer.cs

@@ -20 +20 @@
 #endregion
 namespace HeuristicLab.Problems.DataAnalysis.Views {
-  partial class RegressionSolutionVariableImpactsView {
+  partial class ClassificationSolutionVariableImpactsView {
     /// <summary> 
     /// Required designer variable.
@@ -70 +70 @@
       this.dataPartitionComboBox.FormattingEnabled = true;
       this.dataPartitionComboBox.Items.AddRange(new object[] {
-            HeuristicLab.Problems.DataAnalysis.RegressionSolutionVariableImpactsCalculator.DataPartitionEnum.Training,
-            HeuristicLab.Problems.DataAnalysis.RegressionSolutionVariableImpactsCalculator.DataPartitionEnum.Test,
-            HeuristicLab.Problems.DataAnalysis.RegressionSolutionVariableImpactsCalculator.DataPartitionEnum.All});
+            HeuristicLab.Problems.DataAnalysis.ClassificationSolutionVariableImpactsCalculator.DataPartitionEnum.Training,
+            HeuristicLab.Problems.DataAnalysis.ClassificationSolutionVariableImpactsCalculator.DataPartitionEnum.Test,
+            HeuristicLab.Problems.DataAnalysis.ClassificationSolutionVariableImpactsCalculator.DataPartitionEnum.All});
       this.dataPartitionComboBox.Location = new System.Drawing.Point(197, 3);
       this.dataPartitionComboBox.Name = "dataPartitionComboBox";
@@ -101 +101 @@
       this.replacementComboBox.FormattingEnabled = true;
       this.replacementComboBox.Items.AddRange(new object[] {
-            HeuristicLab.Problems.DataAnalysis.RegressionSolutionVariableImpactsCalculator.ReplacementMethodEnum.Median,
-            HeuristicLab.Problems.DataAnalysis.RegressionSolutionVariableImpactsCalculator.ReplacementMethodEnum.Average,
-            HeuristicLab.Problems.DataAnalysis.RegressionSolutionVariableImpactsCalculator.ReplacementMethodEnum.Noise,
-            HeuristicLab.Problems.DataAnalysis.RegressionSolutionVariableImpactsCalculator.ReplacementMethodEnum.Shuffle});
+            HeuristicLab.Problems.DataAnalysis.ClassificationSolutionVariableImpactsCalculator.ReplacementMethodEnum.Median,
+            HeuristicLab.Problems.DataAnalysis.ClassificationSolutionVariableImpactsCalculator.ReplacementMethodEnum.Average,
+            HeuristicLab.Problems.DataAnalysis.ClassificationSolutionVariableImpactsCalculator.ReplacementMethodEnum.Noise,
+            HeuristicLab.Problems.DataAnalysis.ClassificationSolutionVariableImpactsCalculator.ReplacementMethodEnum.Shuffle});
       this.replacementComboBox.Location = new System.Drawing.Point(197, 30);
       this.replacementComboBox.Name = "replacementComboBox";
@@ -124 +124 @@
       this.factorVarReplComboBox.FormattingEnabled = true;
       this.factorVarReplComboBox.Items.AddRange(new object[] {
-            HeuristicLab.Problems.DataAnalysis.RegressionSolutionVariableImpactsCalculator.FactorReplacementMethodEnum.Best,
-            HeuristicLab.Problems.DataAnalysis.RegressionSolutionVariableImpactsCalculator.FactorReplacementMethodEnum.Mode,
-            HeuristicLab.Problems.DataAnalysis.RegressionSolutionVariableImpactsCalculator.FactorReplacementMethodEnum.Shuffle});
+            HeuristicLab.Problems.DataAnalysis.ClassificationSolutionVariableImpactsCalculator.FactorReplacementMethodEnum.Best,
+            HeuristicLab.Problems.DataAnalysis.ClassificationSolutionVariableImpactsCalculator.FactorReplacementMethodEnum.Mode,
+            HeuristicLab.Problems.DataAnalysis.ClassificationSolutionVariableImpactsCalculator.FactorReplacementMethodEnum.Shuffle});
       this.factorVarReplComboBox.Location = new System.Drawing.Point(197, 57);
       this.factorVarReplComboBox.Name = "factorVarReplComboBox";
@@ -133 +133 @@
       this.factorVarReplComboBox.SelectedIndexChanged += new System.EventHandler(this.replacementComboBox_SelectedIndexChanged);
       // 
-      // RegressionSolutionVariableImpactsView
+      // ClassificationSolutionVariableImpactsView
       // 
       this.AllowDrop = true;
@@ -144 +144 @@
       this.Controls.Add(this.dataPartitionComboBox);
       this.Controls.Add(this.variableImactsArrayView);
-      this.Name = "RegressionSolutionVariableImpactsView";
+      this.Name = "ClassificationSolutionVariableImpactsView";
       this.Size = new System.Drawing.Size(369, 365);
       this.ResumeLayout(false);

trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/ClassificationSolutionVariableImpactsView.cs

@@ -24 +24 @@
 using HeuristicLab.Data;
 using HeuristicLab.MainForm;
-using HeuristicLab.Problems.DataAnalysis.Symbolic.Regression;
 
 namespace HeuristicLab.Problems.DataAnalysis.Views {
   [View("Variable Impacts")]
-  [Content(typeof(IRegressionSolution))]
-  public partial class RegressionSolutionVariableImpactsView : DataAnalysisSolutionEvaluationView {
+  [Content(typeof(IClassificationSolution))]
+  public partial class ClassificationSolutionVariableImpactsView : DataAnalysisSolutionEvaluationView {
 
-    public new IRegressionSolution Content {
-      get { return (IRegressionSolution)base.Content; }
+    public new IClassificationSolution Content {
+      get { return (IClassificationSolution)base.Content; }
       set {
         base.Content = value;
@@ -38 +37 @@
     }
 
-    public RegressionSolutionVariableImpactsView()
+    public ClassificationSolutionVariableImpactsView()
       : base() {
       InitializeComponent();
@@ -83 +82 @@
       variableImactsArrayView.Caption = Content.Name + " Variable Impacts";
       var replMethod =
-         (RegressionSolutionVariableImpactsCalculator.ReplacementMethodEnum)
+         (ClassificationSolutionVariableImpactsCalculator.ReplacementMethodEnum)
            replacementComboBox.Items[replacementComboBox.SelectedIndex];
       var factorReplMethod =
-        (RegressionSolutionVariableImpactsCalculator.FactorReplacementMethodEnum)
+        (ClassificationSolutionVariableImpactsCalculator.FactorReplacementMethodEnum)
           factorVarReplComboBox.Items[factorVarReplComboBox.SelectedIndex];
       var dataPartition =
-        (RegressionSolutionVariableImpactsCalculator.DataPartitionEnum)dataPartitionComboBox.SelectedItem;
+        (ClassificationSolutionVariableImpactsCalculator.DataPartitionEnum)dataPartitionComboBox.SelectedItem;
 
       Task.Factory.StartNew(() => {
@@ -95 +94 @@
           mainForm.AddOperationProgressToView(this, "Calculating variable impacts for " + Content.Name);
 
-          var impacts = RegressionSolutionVariableImpactsCalculator.CalculateImpacts(Content, dataPartition, replMethod, factorReplMethod);
+          var impacts = ClassificationSolutionVariableImpactsCalculator.CalculateImpacts(Content, dataPartition, replMethod, factorReplMethod);
           var impactArray = new DoubleArray(impacts.Select(i => i.Item2).ToArray());
           impactArray.ElementNames = impacts.Select(i => i.Item1);

trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/HeuristicLab.Problems.DataAnalysis.Views-3.4.csproj

@@ -120 +120 @@
   </ItemGroup>
   <ItemGroup>
+    <Compile Include="Classification\ClassificationSolutionVariableImpactsView.cs">
+      <SubType>UserControl</SubType>
+    </Compile>
+    <Compile Include="Classification\ClassificationSolutionVariableImpactsView.Designer.cs">
+      <DependentUpon>ClassificationSolutionVariableImpactsView.cs</DependentUpon>
+    </Compile>
     <Compile Include="Controls\DensityChart.cs">
       <SubType>UserControl</SubType>

trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/HeuristicLab.Problems.DataAnalysis-3.4.csproj

@@ -131 +131 @@
     <Compile Include="Implementation\Classification\ClassificationEnsembleProblemData.cs" />
     <Compile Include="Implementation\Classification\ClassificationSolutionBase.cs" />
+    <Compile Include="Implementation\Classification\ClassificationSolutionVariableImpactsCalculator.cs" />
     <Compile Include="Implementation\Classification\ConstantClassificationSolution.cs" />
     <Compile Include="Implementation\Classification\DiscriminantFunctionClassificationSolutionBase.cs" />