Changeset 9318 for branches/HeuristicLab.Analysis.AlgorithmBehavior

Timestamp:

03/18/13 13:39:56 (12 years ago)

Author:

ascheibe

Message:

#1886 added test for normality and pairwise statistical testing

Location:

branches/HeuristicLab.Analysis.AlgorithmBehavior/HeuristicLab.Analysis.AlgorithmBehavior.Analyzers.Views/3.3

Files:

• StatisticalTestingView.cs (modified) (3 diffs)
• StatisticalTestingView.designer.cs (modified) (9 diffs)

branches/HeuristicLab.Analysis.AlgorithmBehavior/HeuristicLab.Analysis.AlgorithmBehavior.Analyzers.Views/3.3/StatisticalTestingView.cs

@@ -22 +22 @@
 using System;
 using System.Collections.Generic;
+using System.Drawing;
 using System.Linq;
 using System.Windows.Forms;
@@ -159 +160 @@
     private void normalDistButton_Click(object sender, EventArgs e) {
 
+      double val;
+      List<double> res = new List<double>();
+      for (int i = 0; i < data.Length; i++) {
+        alglib.jarqueberatest(data[i], data[i].Length, out val);
+        res.Add(val);
+      }
+
+      for (int i = 0; i < res.Count(); i++) {
+        if (res[i] < 0.1) {
+          stringConvertibleMatrixView.DataGridView.Columns[i].DefaultCellStyle.ForeColor = Color.Red;
+        } else {
+          stringConvertibleMatrixView.DataGridView.Columns[i].DefaultCellStyle.ForeColor = Color.Green;
+        }
+      }
     }
 
@@ -168 +183 @@
       RebuildDataTable();
     }
+
+    private void normalityDetails_Click(object sender, EventArgs e) {
+      DoubleMatrix pValsMatrix = new DoubleMatrix(1, stringConvertibleMatrixView.Content.Columns);
+      pValsMatrix.ColumnNames = stringConvertibleMatrixView.Content.ColumnNames;
+      pValsMatrix.RowNames = new string[] { "p-Values" };
+
+      double val;
+      for (int i = 0; i < data.Length; i++) {
+        alglib.jarqueberatest(data[i], data[i].Length, out val);
+        pValsMatrix[0, i] = val;
+      }
+
+      MainFormManager.MainForm.ShowContent(pValsMatrix);
+    }
+
+    private void pairwiseTestButton_Click(object sender, EventArgs e) {
+      var selectedCells = stringConvertibleMatrixView.DataGridView.SelectedCells;
+      if (selectedCells.Count < 1) {
+        MessageBox.Show("Please selected one cell/column for pairwise comparision. ", "HeuristicLab", MessageBoxButtons.OK, MessageBoxIcon.Error);
+        return;
+      }
+
+      int colIndex = selectedCells[0].ColumnIndex;
+      foreach (DataGridViewCell selC in selectedCells) {
+        if (colIndex != selC.ColumnIndex) {
+          MessageBox.Show("Please selected only one column for pairwise comparision. ", "HeuristicLab", MessageBoxButtons.OK, MessageBoxIcon.Error);
+          return;
+        }
+      }
+
+      DoubleMatrix pValsMatrix = new DoubleMatrix(1, stringConvertibleMatrixView.Content.Columns);
+      pValsMatrix.ColumnNames = stringConvertibleMatrixView.Content.ColumnNames;
+      pValsMatrix.RowNames = new string[] { "p-Values" };
+
+      double bothtails;
+      double lefttail;
+      double righttail;
+      for (int i = 0; i < data.Length; i++) {
+        alglib.mannwhitneyutest(data[colIndex], data[colIndex].Length, data[i], data[i].Length, out bothtails, out lefttail, out righttail);
+        pValsMatrix[0, i] = bothtails;
+      }
+
+      MainFormManager.MainForm.ShowContent(pValsMatrix);
+    }
+
+    private void infoLabel_DoubleClick(object sender, EventArgs e) {
+      using (TextDialog dialog = new TextDialog("Description of statistical tests", toolTip1.GetToolTip(this.infoLabel), true)) {
+        dialog.ShowDialog(this);
+      }
+    }
   }
 }

branches/HeuristicLab.Analysis.AlgorithmBehavior/HeuristicLab.Analysis.AlgorithmBehavior.Analyzers.Views/3.3/StatisticalTestingView.designer.cs

@@ -45 +45 @@
     /// </summary>
     private void InitializeComponent() {
+      this.components = new System.ComponentModel.Container();
       this.stringConvertibleMatrixView = new HeuristicLab.Data.Views.StringConvertibleMatrixView();
       this.groupByLabel = new System.Windows.Forms.Label();
@@ -54 +55 @@
       this.pValTextBox = new System.Windows.Forms.TextBox();
       this.groupComboBox = new System.Windows.Forms.ComboBox();
+      this.normalityDetails = new System.Windows.Forms.Button();
+      this.pairwiseTestButton = new System.Windows.Forms.Button();
+      this.infoLabel = new System.Windows.Forms.Label();
+      this.toolTip1 = new System.Windows.Forms.ToolTip(this.components);
+      this.splitContainer1 = new System.Windows.Forms.SplitContainer();
+      ((System.ComponentModel.ISupportInitialize)(this.splitContainer1)).BeginInit();
+      this.splitContainer1.Panel1.SuspendLayout();
+      this.splitContainer1.Panel2.SuspendLayout();
+      this.splitContainer1.SuspendLayout();
       this.SuspendLayout();
       // 
       // stringConvertibleMatrixView
       // 
-      this.stringConvertibleMatrixView.Anchor = ((System.Windows.Forms.AnchorStyles)((((System.Windows.Forms.AnchorStyles.Top | System.Windows.Forms.AnchorStyles.Bottom) 
-            | System.Windows.Forms.AnchorStyles.Left) 
+      this.stringConvertibleMatrixView.Anchor = ((System.Windows.Forms.AnchorStyles)((((System.Windows.Forms.AnchorStyles.Top | System.Windows.Forms.AnchorStyles.Bottom)
+            | System.Windows.Forms.AnchorStyles.Left)
             | System.Windows.Forms.AnchorStyles.Right)));
       this.stringConvertibleMatrixView.Caption = "StringConvertibleMatrix View";
       this.stringConvertibleMatrixView.Content = null;
-      this.stringConvertibleMatrixView.Location = new System.Drawing.Point(3, 30);
+      this.stringConvertibleMatrixView.Location = new System.Drawing.Point(3, 38);
       this.stringConvertibleMatrixView.Name = "stringConvertibleMatrixView";
       this.stringConvertibleMatrixView.ReadOnly = false;
-      this.stringConvertibleMatrixView.ShowRowsAndColumnsTextBox = true;
+      this.stringConvertibleMatrixView.ShowRowsAndColumnsTextBox = false;
       this.stringConvertibleMatrixView.ShowStatisticalInformation = true;
-      this.stringConvertibleMatrixView.Size = new System.Drawing.Size(918, 438);
+      this.stringConvertibleMatrixView.Size = new System.Drawing.Size(918, 430);
       this.stringConvertibleMatrixView.TabIndex = 0;
       // 
@@ -74 +84 @@
       // 
       this.groupByLabel.AutoSize = true;
-      this.groupByLabel.Location = new System.Drawing.Point(400, 6);
+      this.groupByLabel.Location = new System.Drawing.Point(3, 6);
       this.groupByLabel.Name = "groupByLabel";
       this.groupByLabel.Size = new System.Drawing.Size(53, 13);
@@ -83 +93 @@
       // 
       this.label1.AutoSize = true;
-      this.label1.Location = new System.Drawing.Point(5, 6);
+      this.label1.Location = new System.Drawing.Point(3, 6);
       this.label1.Name = "label1";
       this.label1.Size = new System.Drawing.Size(40, 13);
@@ -91 +101 @@
       // resultComboBox
       // 
+      this.resultComboBox.Anchor = ((System.Windows.Forms.AnchorStyles)(((System.Windows.Forms.AnchorStyles.Top | System.Windows.Forms.AnchorStyles.Left)
+            | System.Windows.Forms.AnchorStyles.Right)));
       this.resultComboBox.DropDownStyle = System.Windows.Forms.ComboBoxStyle.DropDownList;
       this.resultComboBox.FormattingEnabled = true;
-      this.resultComboBox.Location = new System.Drawing.Point(71, 3);
+      this.resultComboBox.Location = new System.Drawing.Point(49, 3);
       this.resultComboBox.Name = "resultComboBox";
-      this.resultComboBox.Size = new System.Drawing.Size(323, 21);
+      this.resultComboBox.Size = new System.Drawing.Size(393, 21);
       this.resultComboBox.TabIndex = 5;
       this.resultComboBox.SelectedValueChanged += new System.EventHandler(this.resultComboBox_SelectedValueChanged);
@@ -102 +114 @@
       // 
       this.testButton.Anchor = ((System.Windows.Forms.AnchorStyles)((System.Windows.Forms.AnchorStyles.Bottom | System.Windows.Forms.AnchorStyles.Right)));
-      this.testButton.Location = new System.Drawing.Point(641, 473);
+      this.testButton.Location = new System.Drawing.Point(610, 473);
       this.testButton.Name = "testButton";
       this.testButton.Size = new System.Drawing.Size(109, 23);
@@ -125 +137 @@
       this.lblPVal.Anchor = ((System.Windows.Forms.AnchorStyles)((System.Windows.Forms.AnchorStyles.Bottom | System.Windows.Forms.AnchorStyles.Right)));
       this.lblPVal.AutoSize = true;
-      this.lblPVal.Location = new System.Drawing.Point(756, 478);
+      this.lblPVal.Location = new System.Drawing.Point(725, 478);
       this.lblPVal.Name = "lblPVal";
       this.lblPVal.Size = new System.Drawing.Size(46, 13);
@@ -134 +146 @@
       // 
       this.pValTextBox.Anchor = ((System.Windows.Forms.AnchorStyles)((System.Windows.Forms.AnchorStyles.Bottom | System.Windows.Forms.AnchorStyles.Right)));
-      this.pValTextBox.Location = new System.Drawing.Point(808, 475);
+      this.pValTextBox.Location = new System.Drawing.Point(777, 475);
       this.pValTextBox.Name = "pValTextBox";
-      this.pValTextBox.Size = new System.Drawing.Size(116, 20);
+      this.pValTextBox.Size = new System.Drawing.Size(144, 20);
       this.pValTextBox.TabIndex = 13;
       // 
       // groupComboBox
       // 
+      this.groupComboBox.Anchor = ((System.Windows.Forms.AnchorStyles)(((System.Windows.Forms.AnchorStyles.Top | System.Windows.Forms.AnchorStyles.Left)
+            | System.Windows.Forms.AnchorStyles.Right)));
       this.groupComboBox.DropDownStyle = System.Windows.Forms.ComboBoxStyle.DropDownList;
       this.groupComboBox.FormattingEnabled = true;
-      this.groupComboBox.Location = new System.Drawing.Point(459, 3);
+      this.groupComboBox.Location = new System.Drawing.Point(62, 3);
       this.groupComboBox.Name = "groupComboBox";
-      this.groupComboBox.Size = new System.Drawing.Size(462, 21);
+      this.groupComboBox.Size = new System.Drawing.Size(377, 21);
       this.groupComboBox.TabIndex = 14;
       this.groupComboBox.SelectedValueChanged += new System.EventHandler(this.groupComboBox_SelectedValueChanged);
       // 
+      // normalityDetails
+      // 
+      this.normalityDetails.Anchor = ((System.Windows.Forms.AnchorStyles)((System.Windows.Forms.AnchorStyles.Bottom | System.Windows.Forms.AnchorStyles.Left)));
+      this.normalityDetails.Location = new System.Drawing.Point(169, 473);
+      this.normalityDetails.Name = "normalityDetails";
+      this.normalityDetails.Size = new System.Drawing.Size(144, 23);
+      this.normalityDetails.TabIndex = 15;
+      this.normalityDetails.Text = "Show details";
+      this.normalityDetails.UseVisualStyleBackColor = true;
+      this.normalityDetails.Click += new System.EventHandler(this.normalityDetails_Click);
+      // 
+      // pairwiseTestButton
+      // 
+      this.pairwiseTestButton.Anchor = ((System.Windows.Forms.AnchorStyles)((System.Windows.Forms.AnchorStyles.Bottom | System.Windows.Forms.AnchorStyles.Right)));
+      this.pairwiseTestButton.Location = new System.Drawing.Point(472, 472);
+      this.pairwiseTestButton.Name = "pairwiseTestButton";
+      this.pairwiseTestButton.Size = new System.Drawing.Size(132, 23);
+      this.pairwiseTestButton.TabIndex = 16;
+      this.pairwiseTestButton.Text = "Pairwise comparision";
+      this.pairwiseTestButton.UseVisualStyleBackColor = true;
+      this.pairwiseTestButton.Click += new System.EventHandler(this.pairwiseTestButton_Click);
+      // 
+      // infoLabel
+      // 
+      this.infoLabel.Anchor = ((System.Windows.Forms.AnchorStyles)((System.Windows.Forms.AnchorStyles.Top | System.Windows.Forms.AnchorStyles.Right)));
+      this.infoLabel.Image = HeuristicLab.Common.Resources.VSImageLibrary.Information;
+      this.infoLabel.Location = new System.Drawing.Point(905, 6);
+      this.infoLabel.Name = "infoLabel";
+      this.infoLabel.Size = new System.Drawing.Size(16, 16);
+      this.infoLabel.TabIndex = 17;
+      this.toolTip1.SetToolTip(this.infoLabel, "TODO: Description of features and used methods");
+      this.infoLabel.DoubleClick += new System.EventHandler(this.infoLabel_DoubleClick);
+      // 
+      // splitContainer1
+      // 
+      this.splitContainer1.Anchor = ((System.Windows.Forms.AnchorStyles)(((System.Windows.Forms.AnchorStyles.Top | System.Windows.Forms.AnchorStyles.Left)
+            | System.Windows.Forms.AnchorStyles.Right)));
+      this.splitContainer1.Location = new System.Drawing.Point(8, 3);
+      this.splitContainer1.Name = "splitContainer1";
+      // 
+      // splitContainer1.Panel1
+      // 
+      this.splitContainer1.Panel1.Controls.Add(this.resultComboBox);
+      this.splitContainer1.Panel1.Controls.Add(this.label1);
+      // 
+      // splitContainer1.Panel2
+      // 
+      this.splitContainer1.Panel2.Controls.Add(this.groupByLabel);
+      this.splitContainer1.Panel2.Controls.Add(this.groupComboBox);
+      this.splitContainer1.Size = new System.Drawing.Size(891, 29);
+      this.splitContainer1.SplitterDistance = 445;
+      this.splitContainer1.TabIndex = 18;
+      // 
       // StatisticalTestingView
       // 
-      this.Controls.Add(this.groupComboBox);
+      this.Controls.Add(this.splitContainer1);
+      this.Controls.Add(this.infoLabel);
+      this.Controls.Add(this.pairwiseTestButton);
+      this.Controls.Add(this.normalityDetails);
       this.Controls.Add(this.pValTextBox);
       this.Controls.Add(this.lblPVal);
       this.Controls.Add(this.normalDistButton);
       this.Controls.Add(this.testButton);
-      this.Controls.Add(this.groupByLabel);
-      this.Controls.Add(this.label1);
-      this.Controls.Add(this.resultComboBox);
       this.Controls.Add(this.stringConvertibleMatrixView);
       this.Name = "StatisticalTestingView";
       this.Size = new System.Drawing.Size(924, 500);
+      this.splitContainer1.Panel1.ResumeLayout(false);
+      this.splitContainer1.Panel1.PerformLayout();
+      this.splitContainer1.Panel2.ResumeLayout(false);
+      this.splitContainer1.Panel2.PerformLayout();
+      ((System.ComponentModel.ISupportInitialize)(this.splitContainer1)).EndInit();
+      this.splitContainer1.ResumeLayout(false);
       this.ResumeLayout(false);
       this.PerformLayout();
@@ -177 +250 @@
     private System.Windows.Forms.TextBox pValTextBox;
     private System.Windows.Forms.ComboBox groupComboBox;
+    private System.Windows.Forms.Button normalityDetails;
+    private System.Windows.Forms.Button pairwiseTestButton;
+    private System.Windows.Forms.Label infoLabel;
+    private System.Windows.Forms.ToolTip toolTip1;
+    private System.Windows.Forms.SplitContainer splitContainer1;
   }
 }