Index: /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/FeatureCorrelationView.Designer.cs
===================================================================
--- /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/FeatureCorrelationView.Designer.cs	(revision 8542)
+++ /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/FeatureCorrelationView.Designer.cs	(revision 8542)
@@ -0,0 +1,253 @@
+﻿#region License Information
+
+/* HeuristicLab
+ * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ *
+ * This file is part of HeuristicLab.
+ *
+ * HeuristicLab is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * HeuristicLab is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
+ */
+
+#endregion
+namespace HeuristicLab.Problems.DataAnalysis.Views {
+  partial class FeatureCorrelationView {
+    /// <summary> 
+    /// Required designer variable.
+    /// </summary>
+    private System.ComponentModel.IContainer components = null;
+
+    /// <summary> 
+    /// Clean up any resources being used.
+    /// </summary>
+    /// <param name="disposing">true if managed resources should be disposed; otherwise, false.</param>
+    protected override void Dispose(bool disposing) {
+      if (disposing && (components != null)) {
+        components.Dispose();
+      }
+      base.Dispose(disposing);
+    }
+
+    #region Component Designer generated code
+
+    /// <summary> 
+    /// Required method for Designer support - do not modify 
+    /// the contents of this method with the code editor.
+    /// </summary>
+    private void InitializeComponent() {
+      System.ComponentModel.ComponentResourceManager resources = new System.ComponentModel.ComponentResourceManager(typeof(FeatureCorrelationView));
+      this.DataGridView = new System.Windows.Forms.DataGridView();
+      this.HeatMapProgressBar = new System.Windows.Forms.ProgressBar();
+      this.PartitionComboBox = new System.Windows.Forms.ComboBox();
+      this.CorrelationCalcLabel = new System.Windows.Forms.Label();
+      this.CorrelationCalcComboBox = new System.Windows.Forms.ComboBox();
+      this.PartitionLabel = new System.Windows.Forms.Label();
+      this.minimumLabel = new System.Windows.Forms.Label();
+      this.maximumLabel = new System.Windows.Forms.Label();
+      this.PictureBox = new System.Windows.Forms.PictureBox();
+      this.SplitContainer = new System.Windows.Forms.SplitContainer();
+      this.CalculatingPanel = new System.Windows.Forms.Panel();
+      this.CalculatingLabel = new System.Windows.Forms.Label();
+      ((System.ComponentModel.ISupportInitialize)(this.DataGridView)).BeginInit();
+      ((System.ComponentModel.ISupportInitialize)(this.PictureBox)).BeginInit();
+      ((System.ComponentModel.ISupportInitialize)(this.SplitContainer)).BeginInit();
+      this.SplitContainer.Panel1.SuspendLayout();
+      this.SplitContainer.Panel2.SuspendLayout();
+      this.SplitContainer.SuspendLayout();
+      this.CalculatingPanel.SuspendLayout();
+      this.SuspendLayout();
+      // 
+      // DataGridView
+      // 
+      this.DataGridView.AllowUserToAddRows = false;
+      this.DataGridView.AllowUserToDeleteRows = false;
+      this.DataGridView.ColumnHeadersHeightSizeMode = System.Windows.Forms.DataGridViewColumnHeadersHeightSizeMode.AutoSize;
+      this.DataGridView.Dock = System.Windows.Forms.DockStyle.Fill;
+      this.DataGridView.Location = new System.Drawing.Point(0, 0);
+      this.DataGridView.Name = "DataGridView";
+      this.DataGridView.ReadOnly = true;
+      this.DataGridView.Size = new System.Drawing.Size(475, 301);
+      this.DataGridView.TabIndex = 0;
+      this.DataGridView.VirtualMode = true;
+      this.DataGridView.CellPainting += new System.Windows.Forms.DataGridViewCellPaintingEventHandler(this.DataGridView_CellPainting);
+      this.DataGridView.CellValueNeeded += new System.Windows.Forms.DataGridViewCellValueEventHandler(this.DataGridView_CellValueNeeded);
+      this.DataGridView.ColumnHeaderMouseClick += new System.Windows.Forms.DataGridViewCellMouseEventHandler(this.DataGridView_ColumnHeaderMouseClick);
+      this.DataGridView.KeyDown += new System.Windows.Forms.KeyEventHandler(this.DataGridView_KeyDown);
+      // 
+      // HeatMapProgressBar
+      // 
+      this.HeatMapProgressBar.Anchor = ((System.Windows.Forms.AnchorStyles)((System.Windows.Forms.AnchorStyles.Left | System.Windows.Forms.AnchorStyles.Right)));
+      this.HeatMapProgressBar.Location = new System.Drawing.Point(25, 46);
+      this.HeatMapProgressBar.Name = "HeatMapProgressBar";
+      this.HeatMapProgressBar.RightToLeft = System.Windows.Forms.RightToLeft.No;
+      this.HeatMapProgressBar.Size = new System.Drawing.Size(154, 21);
+      this.HeatMapProgressBar.TabIndex = 9;
+      // 
+      // PartitionComboBox
+      // 
+      this.PartitionComboBox.DropDownStyle = System.Windows.Forms.ComboBoxStyle.DropDownList;
+      this.PartitionComboBox.FormattingEnabled = true;
+      this.PartitionComboBox.Location = new System.Drawing.Point(333, 3);
+      this.PartitionComboBox.Name = "PartitionComboBox";
+      this.PartitionComboBox.Size = new System.Drawing.Size(142, 21);
+      this.PartitionComboBox.TabIndex = 8;
+      this.PartitionComboBox.SelectedIndexChanged += new System.EventHandler(this.PartitionComboBox_SelectedIndexChanged);
+      // 
+      // CorrelationCalcLabel
+      // 
+      this.CorrelationCalcLabel.AutoSize = true;
+      this.CorrelationCalcLabel.Location = new System.Drawing.Point(0, 6);
+      this.CorrelationCalcLabel.Name = "CorrelationCalcLabel";
+      this.CorrelationCalcLabel.Size = new System.Drawing.Size(104, 13);
+      this.CorrelationCalcLabel.TabIndex = 7;
+      this.CorrelationCalcLabel.Text = "Correlation Measure:";
+      // 
+      // CorrelationCalcComboBox
+      // 
+      this.CorrelationCalcComboBox.DropDownStyle = System.Windows.Forms.ComboBoxStyle.DropDownList;
+      this.CorrelationCalcComboBox.FormattingEnabled = true;
+      this.CorrelationCalcComboBox.Location = new System.Drawing.Point(110, 3);
+      this.CorrelationCalcComboBox.Name = "CorrelationCalcComboBox";
+      this.CorrelationCalcComboBox.Size = new System.Drawing.Size(163, 21);
+      this.CorrelationCalcComboBox.TabIndex = 6;
+      this.CorrelationCalcComboBox.SelectedIndexChanged += new System.EventHandler(this.CorrelationMeasureComboBox_SelectedIndexChanged);
+      // 
+      // PartitionLabel
+      // 
+      this.PartitionLabel.AutoSize = true;
+      this.PartitionLabel.Location = new System.Drawing.Point(279, 6);
+      this.PartitionLabel.Name = "PartitionLabel";
+      this.PartitionLabel.Size = new System.Drawing.Size(48, 13);
+      this.PartitionLabel.TabIndex = 10;
+      this.PartitionLabel.Text = "Partition:";
+      // 
+      // minimumLabel
+      // 
+      this.minimumLabel.Anchor = ((System.Windows.Forms.AnchorStyles)((System.Windows.Forms.AnchorStyles.Bottom | System.Windows.Forms.AnchorStyles.Right)));
+      this.minimumLabel.BackColor = System.Drawing.Color.Transparent;
+      this.minimumLabel.Location = new System.Drawing.Point(487, 314);
+      this.minimumLabel.Name = "minimumLabel";
+      this.minimumLabel.Size = new System.Drawing.Size(73, 19);
+      this.minimumLabel.TabIndex = 13;
+      this.minimumLabel.Text = "0.0";
+      this.minimumLabel.TextAlign = System.Drawing.ContentAlignment.TopCenter;
+      // 
+      // maximumLabel
+      // 
+      this.maximumLabel.Anchor = ((System.Windows.Forms.AnchorStyles)((System.Windows.Forms.AnchorStyles.Top | System.Windows.Forms.AnchorStyles.Right)));
+      this.maximumLabel.BackColor = System.Drawing.Color.Transparent;
+      this.maximumLabel.Location = new System.Drawing.Point(487, 2);
+      this.maximumLabel.Name = "maximumLabel";
+      this.maximumLabel.Size = new System.Drawing.Size(73, 25);
+      this.maximumLabel.TabIndex = 12;
+      this.maximumLabel.Text = "1.0";
+      this.maximumLabel.TextAlign = System.Drawing.ContentAlignment.BottomCenter;
+      // 
+      // PictureBox
+      // 
+      this.PictureBox.Anchor = ((System.Windows.Forms.AnchorStyles)(((System.Windows.Forms.AnchorStyles.Top | System.Windows.Forms.AnchorStyles.Bottom)
+                  | System.Windows.Forms.AnchorStyles.Right)));
+      this.PictureBox.BorderStyle = System.Windows.Forms.BorderStyle.FixedSingle;
+      this.PictureBox.Image = ((System.Drawing.Image)(resources.GetObject("PictureBox.Image")));
+      this.PictureBox.Location = new System.Drawing.Point(507, 30);
+      this.PictureBox.Name = "PictureBox";
+      this.PictureBox.Size = new System.Drawing.Size(35, 281);
+      this.PictureBox.SizeMode = System.Windows.Forms.PictureBoxSizeMode.StretchImage;
+      this.PictureBox.TabIndex = 15;
+      this.PictureBox.TabStop = false;
+      // 
+      // SplitContainer
+      // 
+      this.SplitContainer.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.SplitContainer.FixedPanel = System.Windows.Forms.FixedPanel.Panel1;
+      this.SplitContainer.IsSplitterFixed = true;
+      this.SplitContainer.Location = new System.Drawing.Point(3, 3);
+      this.SplitContainer.Name = "SplitContainer";
+      this.SplitContainer.Orientation = System.Windows.Forms.Orientation.Horizontal;
+      // 
+      // SplitContainer.Panel1
+      // 
+      this.SplitContainer.Panel1.Controls.Add(this.CorrelationCalcLabel);
+      this.SplitContainer.Panel1.Controls.Add(this.CorrelationCalcComboBox);
+      this.SplitContainer.Panel1.Controls.Add(this.PartitionComboBox);
+      this.SplitContainer.Panel1.Controls.Add(this.PartitionLabel);
+      // 
+      // SplitContainer.Panel2
+      // 
+      this.SplitContainer.Panel2.Controls.Add(this.CalculatingPanel);
+      this.SplitContainer.Panel2.Controls.Add(this.DataGridView);
+      this.SplitContainer.Size = new System.Drawing.Size(475, 330);
+      this.SplitContainer.SplitterDistance = 25;
+      this.SplitContainer.TabIndex = 16;
+      // 
+      // CalculatingPanel
+      // 
+      this.CalculatingPanel.Anchor = System.Windows.Forms.AnchorStyles.None;
+      this.CalculatingPanel.Controls.Add(this.CalculatingLabel);
+      this.CalculatingPanel.Controls.Add(this.HeatMapProgressBar);
+      this.CalculatingPanel.Location = new System.Drawing.Point(138, 95);
+      this.CalculatingPanel.Name = "CalculatingPanel";
+      this.CalculatingPanel.Size = new System.Drawing.Size(200, 81);
+      this.CalculatingPanel.TabIndex = 10;
+      // 
+      // CalculatingLabel
+      // 
+      this.CalculatingLabel.AutoSize = true;
+      this.CalculatingLabel.Location = new System.Drawing.Point(42, 19);
+      this.CalculatingLabel.Name = "CalculatingLabel";
+      this.CalculatingLabel.Size = new System.Drawing.Size(120, 13);
+      this.CalculatingLabel.TabIndex = 10;
+      this.CalculatingLabel.Text = "Calculating correlation...";
+      // 
+      // FeatureCorrelationView
+      // 
+      this.AutoScaleDimensions = new System.Drawing.SizeF(6F, 13F);
+      this.AutoScaleMode = System.Windows.Forms.AutoScaleMode.Font;
+      this.Controls.Add(this.SplitContainer);
+      this.Controls.Add(this.minimumLabel);
+      this.Controls.Add(this.PictureBox);
+      this.Controls.Add(this.maximumLabel);
+      this.Name = "FeatureCorrelationView";
+      this.Size = new System.Drawing.Size(569, 336);
+      ((System.ComponentModel.ISupportInitialize)(this.DataGridView)).EndInit();
+      ((System.ComponentModel.ISupportInitialize)(this.PictureBox)).EndInit();
+      this.SplitContainer.Panel1.ResumeLayout(false);
+      this.SplitContainer.Panel1.PerformLayout();
+      this.SplitContainer.Panel2.ResumeLayout(false);
+      ((System.ComponentModel.ISupportInitialize)(this.SplitContainer)).EndInit();
+      this.SplitContainer.ResumeLayout(false);
+      this.CalculatingPanel.ResumeLayout(false);
+      this.CalculatingPanel.PerformLayout();
+      this.ResumeLayout(false);
+
+    }
+
+    #endregion
+
+    protected System.Windows.Forms.DataGridView DataGridView;
+    protected System.Windows.Forms.ProgressBar HeatMapProgressBar;
+    protected System.Windows.Forms.ComboBox PartitionComboBox;
+    protected System.Windows.Forms.Label CorrelationCalcLabel;
+    protected System.Windows.Forms.ComboBox CorrelationCalcComboBox;
+    protected System.Windows.Forms.Label PartitionLabel;
+    protected System.Windows.Forms.Label minimumLabel;
+    protected System.Windows.Forms.Label maximumLabel;
+    protected System.Windows.Forms.PictureBox PictureBox;
+    protected System.Windows.Forms.SplitContainer SplitContainer;
+    protected System.Windows.Forms.Panel CalculatingPanel;
+    protected System.Windows.Forms.Label CalculatingLabel;
+
+  }
+}
Index: /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/FeatureCorrelationView.cs
===================================================================
--- /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/FeatureCorrelationView.cs	(revision 8542)
+++ /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/FeatureCorrelationView.cs	(revision 8542)
@@ -0,0 +1,311 @@
+﻿#region License Information
+/* HeuristicLab
+ * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ *
+ * This file is part of HeuristicLab.
+ *
+ * HeuristicLab is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * HeuristicLab is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
+ */
+#endregion
+
+using System;
+using System.Collections.Generic;
+using System.ComponentModel;
+using System.Drawing;
+using System.Linq;
+using System.Text;
+using System.Windows.Forms;
+using HeuristicLab.Common;
+using HeuristicLab.Core.Views;
+using HeuristicLab.Data.Views;
+using HeuristicLab.MainForm;
+
+namespace HeuristicLab.Problems.DataAnalysis.Views {
+  [View("Feature Correlation View")]
+  [Content(typeof(FeatureCorrelation), true)]
+  public partial class FeatureCorrelationView : ItemView {
+
+    private int[] virtualRowIndices;
+    private List<KeyValuePair<int, SortOrder>> sortedColumnIndices;
+    private StringConvertibleMatrixView.RowComparer rowComparer;
+
+    public new FeatureCorrelation Content {
+      get { return (FeatureCorrelation)base.Content; }
+      set { base.Content = value; }
+    }
+
+    public FeatureCorrelationView() {
+      InitializeComponent();
+      sortedColumnIndices = new List<KeyValuePair<int, SortOrder>>();
+      rowComparer = new StringConvertibleMatrixView.RowComparer();
+    }
+
+    protected override void RegisterContentEvents() {
+      base.RegisterContentEvents();
+      Content.ProgressCalculation += new DataAnalysis.FeatureCorrelation.ProgressCalculationHandler(Content_ProgressCalculation);
+      Content.CorrelationCalculationFinished += new System.EventHandler(Content_CorrelationCalculationFinished);
+    }
+
+    protected override void DeregisterContentEvents() {
+      Content.CorrelationCalculationFinished -= new System.EventHandler(Content_CorrelationCalculationFinished);
+      Content.ProgressCalculation -= new DataAnalysis.FeatureCorrelation.ProgressCalculationHandler(Content_ProgressCalculation);
+      base.DeregisterContentEvents();
+    }
+
+    protected void Content_ProgressCalculation(object sender, ProgressChangedEventArgs e) {
+      if (!CalculatingPanel.Visible && e.ProgressPercentage != HeatMapProgressBar.Maximum) {
+        CalculatingPanel.Show();
+      } else if (e.ProgressPercentage == HeatMapProgressBar.Maximum) {
+        CalculatingPanel.Hide();
+      }
+      HeatMapProgressBar.Value = e.ProgressPercentage;
+    }
+
+    protected override void OnContentChanged() {
+      base.OnContentChanged();
+      if (Content != null) {
+        CorrelationCalcComboBox.DataSource = Content.CorrelationCalculators;
+        PartitionComboBox.DataSource = Content.Partitions;
+        CalculateCorrelation();
+      } else {
+        DataGridView.Columns.Clear();
+        DataGridView.Rows.Clear();
+      }
+    }
+
+    protected void CorrelationMeasureComboBox_SelectedIndexChanged(object sender, System.EventArgs e) {
+      CalculateCorrelation();
+    }
+    protected void PartitionComboBox_SelectedIndexChanged(object sender, System.EventArgs e) {
+      CalculateCorrelation();
+    }
+
+    protected virtual void CalculateCorrelation() {
+      string calc = (string)CorrelationCalcComboBox.SelectedItem;
+      string partition = (string)PartitionComboBox.SelectedItem;
+      if (calc != null && partition != null) {
+        DataGridView.Columns.Clear();
+        DataGridView.Enabled = false;
+        Content.Recalculate(calc, partition);
+      }
+    }
+
+    protected void UpdateDataGrid() {
+      virtualRowIndices = Enumerable.Range(0, Content.Rows).ToArray();
+      DataGridViewColumn[] columns = new DataGridViewColumn[Content.Columns];
+      for (int i = 0; i < columns.Length; ++i) {
+        var column = new DataGridViewTextBoxColumn();
+        column.FillWeight = 1;
+        columns[i] = column;
+      }
+
+      DataGridView.Columns.Clear();
+      DataGridView.Columns.AddRange(columns);
+
+      DataGridView.RowCount = Content.Rows;
+
+      ClearSorting();
+      UpdateColumnHeaders();
+      UpdateRowHeaders();
+
+      maximumLabel.Text = Content.Maximum.ToString();
+      minimumLabel.Text = Content.Minimum.ToString();
+
+      DataGridView.AutoResizeColumns(DataGridViewAutoSizeColumnsMode.ColumnHeader);
+      DataGridView.AutoResizeRowHeadersWidth(DataGridViewRowHeadersWidthSizeMode.AutoSizeToDisplayedHeaders);
+      DataGridView.Enabled = true;
+    }
+
+    protected virtual void UpdateColumnHeaders() {
+      for (int i = 0; i < DataGridView.ColumnCount; i++) {
+        DataGridView.Columns[i].HeaderText = Content.ColumnNames.ElementAt(i);
+      }
+    }
+    protected void UpdateRowHeaders() {
+      for (int i = 0; i < DataGridView.RowCount; i++) {
+        DataGridView.Rows[i].HeaderCell.Value = Content.RowNames.ElementAt(virtualRowIndices[i]);
+      }
+    }
+
+    protected void Content_CorrelationCalculationFinished(object sender, System.EventArgs e) {
+      if (InvokeRequired) {
+        Invoke(new EventHandler(Content_CorrelationCalculationFinished), sender, e);
+      } else {
+        UpdateDataGrid();
+      }
+    }
+
+    protected void DataGridView_CellValueNeeded(object sender, DataGridViewCellValueEventArgs e) {
+      if (Content == null) return;
+      int rowIndex = virtualRowIndices[e.RowIndex];
+      e.Value = Content[rowIndex, e.ColumnIndex];
+    }
+
+    protected void DataGridView_CellPainting(object sender, DataGridViewCellPaintingEventArgs e) {
+      //if (Content != null && DataGridView.Enabled && e.RowIndex >= 0 && e.ColumnIndex >= 0 && e.PaintParts.HasFlag(DataGridViewPaintParts.Background)) {
+      //  int rowIndex = virtualRowIndices[e.RowIndex];
+      //e.CellStyle.BackColor = GetDataPointColor(Content[rowIndex, e.ColumnIndex], Content.Minimum, Content.Maximum);
+      //}
+      //e.Paint(e.CellBounds, e.PaintParts);
+
+      if (Content == null) return;
+      if (e.RowIndex < 0) return;
+      if (e.ColumnIndex < 0) return;
+      if (e.State.HasFlag(DataGridViewElementStates.Selected)) return;
+      if (!e.PaintParts.HasFlag(DataGridViewPaintParts.Background)) return;
+
+      int rowIndex = virtualRowIndices[e.RowIndex];
+      Color backColor = GetDataPointColor(Content[rowIndex, e.ColumnIndex], Content.Minimum, Content.Maximum);
+      using (Brush backColorBrush = new SolidBrush(backColor)) {
+        e.Graphics.FillRectangle(backColorBrush, e.CellBounds);
+      }
+      e.PaintContent(e.CellBounds);
+      e.Handled = true;
+    }
+
+    protected virtual Color GetDataPointColor(double value, double min, double max) {
+      IList<Color> colors = ColorGradient.Colors;
+      int index = (int)((colors.Count - 1) * (value - min) / (max - min));
+      if (index >= colors.Count) index = colors.Count - 1;
+      if (index < 0) index = 0;
+      return colors[index];
+    }
+
+    #region sort
+    protected void DataGridView_ColumnHeaderMouseClick(object sender, DataGridViewCellMouseEventArgs e) {
+      if (Content != null) {
+        if (e.Button == MouseButtons.Left && Content.SortableView) {
+          bool addToSortedIndices = (Control.ModifierKeys & Keys.Control) == Keys.Control;
+          SortOrder newSortOrder = SortOrder.Ascending;
+          if (sortedColumnIndices.Any(x => x.Key == e.ColumnIndex)) {
+            SortOrder oldSortOrder = sortedColumnIndices.Where(x => x.Key == e.ColumnIndex).First().Value;
+            int enumLength = Enum.GetValues(typeof(SortOrder)).Length;
+            newSortOrder = oldSortOrder = (SortOrder)Enum.Parse(typeof(SortOrder), ((((int)oldSortOrder) + 1) % enumLength).ToString());
+          }
+
+          if (!addToSortedIndices)
+            sortedColumnIndices.Clear();
+
+          if (sortedColumnIndices.Any(x => x.Key == e.ColumnIndex)) {
+            int sortedIndex = sortedColumnIndices.FindIndex(x => x.Key == e.ColumnIndex);
+            if (newSortOrder != SortOrder.None)
+              sortedColumnIndices[sortedIndex] = new KeyValuePair<int, SortOrder>(e.ColumnIndex, newSortOrder);
+            else
+              sortedColumnIndices.RemoveAt(sortedIndex);
+          } else
+            if (newSortOrder != SortOrder.None)
+              sortedColumnIndices.Add(new KeyValuePair<int, SortOrder>(e.ColumnIndex, newSortOrder));
+          Sort();
+        }
+      }
+    }
+
+    protected virtual void ClearSorting() {
+      virtualRowIndices = Enumerable.Range(0, Content.Rows).ToArray();
+      sortedColumnIndices.Clear();
+      UpdateSortGlyph();
+    }
+
+    private void Sort() {
+      virtualRowIndices = Sort(sortedColumnIndices);
+      UpdateSortGlyph();
+      UpdateRowHeaders();
+      DataGridView.Invalidate();
+    }
+
+    protected virtual int[] Sort(IEnumerable<KeyValuePair<int, SortOrder>> sortedColumns) {
+      int[] newSortedIndex = Enumerable.Range(0, Content.Rows).ToArray();
+      if (sortedColumns.Count() != 0) {
+        rowComparer.SortedIndices = sortedColumns;
+        rowComparer.Matrix = Content;
+        Array.Sort(newSortedIndex, rowComparer);
+      }
+      return newSortedIndex;
+    }
+    private void UpdateSortGlyph() {
+      foreach (DataGridViewColumn col in this.DataGridView.Columns)
+        col.HeaderCell.SortGlyphDirection = SortOrder.None;
+      foreach (KeyValuePair<int, SortOrder> p in sortedColumnIndices)
+        this.DataGridView.Columns[p.Key].HeaderCell.SortGlyphDirection = p.Value;
+    }
+    #endregion
+
+    #region copy
+    private void DataGridView_KeyDown(object sender, KeyEventArgs e) {
+      if (e.Control && e.KeyCode == Keys.C)
+        CopyValuesFromDataGridView();
+    }
+
+    private void CopyValuesFromDataGridView() {
+      if (DataGridView.SelectedCells.Count == 0) return;
+      StringBuilder s = new StringBuilder();
+      int minRowIndex = DataGridView.SelectedCells[0].RowIndex;
+      int maxRowIndex = DataGridView.SelectedCells[DataGridView.SelectedCells.Count - 1].RowIndex;
+      int minColIndex = DataGridView.SelectedCells[0].ColumnIndex;
+      int maxColIndex = DataGridView.SelectedCells[DataGridView.SelectedCells.Count - 1].ColumnIndex;
+
+      if (minRowIndex > maxRowIndex) {
+        int temp = minRowIndex;
+        minRowIndex = maxRowIndex;
+        maxRowIndex = temp;
+      }
+      if (minColIndex > maxColIndex) {
+        int temp = minColIndex;
+        minColIndex = maxColIndex;
+        maxColIndex = temp;
+      }
+
+      bool addRowNames = DataGridView.AreAllCellsSelected(false) && Content.RowNames.Count() > 0;
+      bool addColumnNames = DataGridView.AreAllCellsSelected(false) && Content.ColumnNames.Count() > 0;
+
+      //add colum names
+      if (addColumnNames) {
+        if (addRowNames)
+          s.Append('\t');
+
+        DataGridViewColumn column = DataGridView.Columns.GetFirstColumn(DataGridViewElementStates.Visible);
+        while (column != null) {
+          s.Append(column.HeaderText);
+          s.Append('\t');
+          column = DataGridView.Columns.GetNextColumn(column, DataGridViewElementStates.Visible, DataGridViewElementStates.None);
+        }
+        s.Remove(s.Length - 1, 1); //remove last tab
+        s.Append(Environment.NewLine);
+      }
+
+      for (int i = minRowIndex; i <= maxRowIndex; i++) {
+        int rowIndex = this.virtualRowIndices[i];
+        if (addRowNames) {
+          s.Append(Content.RowNames.ElementAt(rowIndex));
+          s.Append('\t');
+        }
+
+        DataGridViewColumn column = DataGridView.Columns.GetFirstColumn(DataGridViewElementStates.Visible);
+        while (column != null) {
+          DataGridViewCell cell = DataGridView[column.Index, i];
+          if (cell.Selected) {
+            s.Append(Content[rowIndex, column.Index]);
+            s.Append('\t');
+          }
+
+          column = DataGridView.Columns.GetNextColumn(column, DataGridViewElementStates.Visible, DataGridViewElementStates.None);
+        }
+        s.Remove(s.Length - 1, 1); //remove last tab
+        s.Append(Environment.NewLine);
+      }
+      Clipboard.SetText(s.ToString());
+    }
+    #endregion
+  }
+}
Index: /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/FeatureCorrelationView.resx
===================================================================
--- /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/FeatureCorrelationView.resx	(revision 8542)
+++ /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/FeatureCorrelationView.resx	(revision 8542)
@@ -0,0 +1,1022 @@
+﻿<?xml version="1.0" encoding="utf-8"?>
+<root>
+  <!-- 
+    Microsoft ResX Schema 
+    
+    Version 2.0
+    
+    The primary goals of this format is to allow a simple XML format 
+    that is mostly human readable. The generation and parsing of the 
+    various data types are done through the TypeConverter classes 
+    associated with the data types.
+    
+    Example:
+    
+    ... ado.net/XML headers & schema ...
+    <resheader name="resmimetype">text/microsoft-resx</resheader>
+    <resheader name="version">2.0</resheader>
+    <resheader name="reader">System.Resources.ResXResourceReader, System.Windows.Forms, ...</resheader>
+    <resheader name="writer">System.Resources.ResXResourceWriter, System.Windows.Forms, ...</resheader>
+    <data name="Name1"><value>this is my long string</value><comment>this is a comment</comment></data>
+    <data name="Color1" type="System.Drawing.Color, System.Drawing">Blue</data>
+    <data name="Bitmap1" mimetype="application/x-microsoft.net.object.binary.base64">
+        <value>[base64 mime encoded serialized .NET Framework object]</value>
+    </data>
+    <data name="Icon1" type="System.Drawing.Icon, System.Drawing" mimetype="application/x-microsoft.net.object.bytearray.base64">
+        <value>[base64 mime encoded string representing a byte array form of the .NET Framework object]</value>
+        <comment>This is a comment</comment>
+    </data>
+                
+    There are any number of "resheader" rows that contain simple 
+    name/value pairs.
+    
+    Each data row contains a name, and value. The row also contains a 
+    type or mimetype. Type corresponds to a .NET class that support 
+    text/value conversion through the TypeConverter architecture. 
+    Classes that don't support this are serialized and stored with the 
+    mimetype set.
+    
+    The mimetype is used for serialized objects, and tells the 
+    ResXResourceReader how to depersist the object. This is currently not 
+    extensible. For a given mimetype the value must be set accordingly:
+    
+    Note - application/x-microsoft.net.object.binary.base64 is the format 
+    that the ResXResourceWriter will generate, however the reader can 
+    read any of the formats listed below.
+    
+    mimetype: application/x-microsoft.net.object.binary.base64
+    value   : The object must be serialized with 
+            : System.Runtime.Serialization.Formatters.Binary.BinaryFormatter
+            : and then encoded with base64 encoding.
+    
+    mimetype: application/x-microsoft.net.object.soap.base64
+    value   : The object must be serialized with 
+            : System.Runtime.Serialization.Formatters.Soap.SoapFormatter
+            : and then encoded with base64 encoding.
+
+    mimetype: application/x-microsoft.net.object.bytearray.base64
+    value   : The object must be serialized into a byte array 
+            : using a System.ComponentModel.TypeConverter
+            : and then encoded with base64 encoding.
+    -->
+  <xsd:schema id="root" xmlns="" xmlns:xsd="http://www.w3.org/2001/XMLSchema" xmlns:msdata="urn:schemas-microsoft-com:xml-msdata">
+    <xsd:import namespace="http://www.w3.org/XML/1998/namespace" />
+    <xsd:element name="root" msdata:IsDataSet="true">
+      <xsd:complexType>
+        <xsd:choice maxOccurs="unbounded">
+          <xsd:element name="metadata">
+            <xsd:complexType>
+              <xsd:sequence>
+                <xsd:element name="value" type="xsd:string" minOccurs="0" />
+              </xsd:sequence>
+              <xsd:attribute name="name" use="required" type="xsd:string" />
+              <xsd:attribute name="type" type="xsd:string" />
+              <xsd:attribute name="mimetype" type="xsd:string" />
+              <xsd:attribute ref="xml:space" />
+            </xsd:complexType>
+          </xsd:element>
+          <xsd:element name="assembly">
+            <xsd:complexType>
+              <xsd:attribute name="alias" type="xsd:string" />
+              <xsd:attribute name="name" type="xsd:string" />
+            </xsd:complexType>
+          </xsd:element>
+          <xsd:element name="data">
+            <xsd:complexType>
+              <xsd:sequence>
+                <xsd:element name="value" type="xsd:string" minOccurs="0" msdata:Ordinal="1" />
+                <xsd:element name="comment" type="xsd:string" minOccurs="0" msdata:Ordinal="2" />
+              </xsd:sequence>
+              <xsd:attribute name="name" type="xsd:string" use="required" msdata:Ordinal="1" />
+              <xsd:attribute name="type" type="xsd:string" msdata:Ordinal="3" />
+              <xsd:attribute name="mimetype" type="xsd:string" msdata:Ordinal="4" />
+              <xsd:attribute ref="xml:space" />
+            </xsd:complexType>
+          </xsd:element>
+          <xsd:element name="resheader">
+            <xsd:complexType>
+              <xsd:sequence>
+                <xsd:element name="value" type="xsd:string" minOccurs="0" msdata:Ordinal="1" />
+              </xsd:sequence>
+              <xsd:attribute name="name" type="xsd:string" use="required" />
+            </xsd:complexType>
+          </xsd:element>
+        </xsd:choice>
+      </xsd:complexType>
+    </xsd:element>
+  </xsd:schema>
+  <resheader name="resmimetype">
+    <value>text/microsoft-resx</value>
+  </resheader>
+  <resheader name="version">
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+        AAn/AAn/AAn/AAn/AAn/AAn/AAn/AAn/AAn/AAn/AAn/AAn/AAn/AAn/AAn/AAn/AAn/AAn/AAn/AAn/
+        AAn/AAn/AAn/AAn/AAn/AAn/AAn/AAAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG
+        /wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG
+        /wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAG/wAAA/8AA/8AA/8A
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+        A/8AA/8AA/8AA/8AA/8AA/8AA/8AA/8AA/8AA/8AA/8AA/8AA/8AA/8AA/8AA/8AA/8AA/8AA/8AA/8A
+        A/8AA/8AA/8AA/8AA/8AA/8A
+</value>
+  </data>
+</root>
Index: /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/HeuristicLab.Problems.DataAnalysis.Views-3.4.csproj
===================================================================
--- /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/HeuristicLab.Problems.DataAnalysis.Views-3.4.csproj	(revision 8541)
+++ /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/HeuristicLab.Problems.DataAnalysis.Views-3.4.csproj	(revision 8542)
@@ -138,4 +138,10 @@
       <DependentUpon>DataAnalysisSolutionEvaluationView.cs</DependentUpon>
     </Compile>
+    <Compile Include="FeatureCorrelationView.cs">
+      <SubType>UserControl</SubType>
+    </Compile>
+    <Compile Include="FeatureCorrelationView.Designer.cs">
+      <DependentUpon>FeatureCorrelationView.cs</DependentUpon>
+    </Compile>
     <Compile Include="Plugin.cs" />
     <Compile Include="Regression\RegressionEnsembleSolutionModelView.cs">
@@ -266,4 +272,10 @@
     <Compile Include="Solution Views\RegressionSolutionView.Designer.cs">
       <DependentUpon>RegressionSolutionView.cs</DependentUpon>
+    </Compile>
+    <Compile Include="TimeframeFeatureCorrelationView.cs">
+      <SubType>UserControl</SubType>
+    </Compile>
+    <Compile Include="TimeframeFeatureCorrelationView.Designer.cs">
+      <DependentUpon>TimeframeFeatureCorrelationView.cs</DependentUpon>
     </Compile>
     <None Include="HeuristicLab.snk" />
@@ -388,4 +400,12 @@
   <ItemGroup>
     <Folder Include="obj\" />
+  </ItemGroup>
+  <ItemGroup>
+    <EmbeddedResource Include="FeatureCorrelationView.resx">
+      <DependentUpon>FeatureCorrelationView.cs</DependentUpon>
+    </EmbeddedResource>
+    <EmbeddedResource Include="TimeframeFeatureCorrelationView.resx">
+      <DependentUpon>TimeframeFeatureCorrelationView.cs</DependentUpon>
+    </EmbeddedResource>
   </ItemGroup>
   <Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" />
Index: /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/TimeframeFeatureCorrelationView.Designer.cs
===================================================================
--- /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/TimeframeFeatureCorrelationView.Designer.cs	(revision 8542)
+++ /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/TimeframeFeatureCorrelationView.Designer.cs	(revision 8542)
@@ -0,0 +1,150 @@
+﻿#region License Information
+
+/* HeuristicLab
+ * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ *
+ * This file is part of HeuristicLab.
+ *
+ * HeuristicLab is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * HeuristicLab is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
+ */
+
+#endregion
+namespace HeuristicLab.Problems.DataAnalysis.Views {
+  partial class TimeframeFeatureCorrelationView {
+    /// <summary> 
+    /// Required designer variable.
+    /// </summary>
+    private System.ComponentModel.IContainer components = null;
+
+    /// <summary> 
+    /// Clean up any resources being used.
+    /// </summary>
+    /// <param name="disposing">true if managed resources should be disposed; otherwise, false.</param>
+    protected override void Dispose(bool disposing) {
+      if (disposing && (components != null)) {
+        components.Dispose();
+      }
+      base.Dispose(disposing);
+    }
+
+    #region Component Designer generated code
+
+    /// <summary> 
+    /// Required method for Designer support - do not modify 
+    /// the contents of this method with the code editor.
+    /// </summary>
+    private void InitializeComponent() {
+      this.VariableSelectionLabel = new System.Windows.Forms.Label();
+      this.VariableSelectionComboBox = new System.Windows.Forms.ComboBox();
+      this.TimeFrameLabel = new System.Windows.Forms.Label();
+      this.TimeframeComboBox = new System.Windows.Forms.ComboBox();
+      ((System.ComponentModel.ISupportInitialize)(this.PictureBox)).BeginInit();
+      ((System.ComponentModel.ISupportInitialize)(this.SplitContainer)).BeginInit();
+      this.SplitContainer.Panel1.SuspendLayout();
+      this.SplitContainer.Panel2.SuspendLayout();
+      this.SplitContainer.SuspendLayout();
+      this.CalculatingPanel.SuspendLayout();
+      this.SuspendLayout();
+      // 
+      // PartitionComboBox
+      // 
+      this.PartitionComboBox.Location = new System.Drawing.Point(344, 3);
+      this.PartitionComboBox.Size = new System.Drawing.Size(131, 21);
+      // 
+      // maximumLabel
+      // 
+      this.maximumLabel.Location = new System.Drawing.Point(487, 3);
+      // 
+      // PictureBox
+      // 
+      this.PictureBox.Location = new System.Drawing.Point(506, 31);
+      this.PictureBox.Size = new System.Drawing.Size(35, 280);
+      // 
+      // SplitContainer
+      // 
+      // 
+      // SplitContainer.Panel1
+      // 
+      this.SplitContainer.Panel1.Controls.Add(this.VariableSelectionComboBox);
+      this.SplitContainer.Panel1.Controls.Add(this.TimeframeComboBox);
+      this.SplitContainer.Panel1.Controls.Add(this.TimeFrameLabel);
+      this.SplitContainer.Panel1.Controls.Add(this.VariableSelectionLabel);
+      this.SplitContainer.SplitterDistance = 52;
+      // 
+      // CalculatingPanel
+      // 
+      this.CalculatingPanel.Location = new System.Drawing.Point(138, 82);
+      // 
+      // VariableSelectionLabel
+      // 
+      this.VariableSelectionLabel.AutoSize = true;
+      this.VariableSelectionLabel.Location = new System.Drawing.Point(0, 33);
+      this.VariableSelectionLabel.Name = "VariableSelectionLabel";
+      this.VariableSelectionLabel.Size = new System.Drawing.Size(81, 13);
+      this.VariableSelectionLabel.TabIndex = 16;
+      this.VariableSelectionLabel.Text = "Select Variable:";
+      // 
+      // VariableSelectionComboBox
+      // 
+      this.VariableSelectionComboBox.DropDownStyle = System.Windows.Forms.ComboBoxStyle.DropDownList;
+      this.VariableSelectionComboBox.FormattingEnabled = true;
+      this.VariableSelectionComboBox.Location = new System.Drawing.Point(110, 30);
+      this.VariableSelectionComboBox.Name = "VariableSelectionComboBox";
+      this.VariableSelectionComboBox.Size = new System.Drawing.Size(163, 21);
+      this.VariableSelectionComboBox.TabIndex = 17;
+      this.VariableSelectionComboBox.SelectedIndexChanged += new System.EventHandler(this.VariableSelectionComboBox_SelectedIndexChanged);
+      // 
+      // TimeFrameLabel
+      // 
+      this.TimeFrameLabel.AutoSize = true;
+      this.TimeFrameLabel.Location = new System.Drawing.Point(279, 33);
+      this.TimeFrameLabel.Name = "TimeFrameLabel";
+      this.TimeFrameLabel.Size = new System.Drawing.Size(59, 13);
+      this.TimeFrameLabel.TabIndex = 18;
+      this.TimeFrameLabel.Text = "Timeframe:";
+      // 
+      // TimeframeComboBox
+      // 
+      this.TimeframeComboBox.DropDownStyle = System.Windows.Forms.ComboBoxStyle.DropDownList;
+      this.TimeframeComboBox.FormattingEnabled = true;
+      this.TimeframeComboBox.Location = new System.Drawing.Point(344, 30);
+      this.TimeframeComboBox.Name = "TimeframeComboBox";
+      this.TimeframeComboBox.Size = new System.Drawing.Size(131, 21);
+      this.TimeframeComboBox.TabIndex = 19;
+      this.TimeframeComboBox.SelectedIndexChanged += new System.EventHandler(this.TimeframeComboBox_SelectedIndexChanged);
+      // 
+      // TimeframeFeatureCorrelationView
+      // 
+      this.AutoScaleDimensions = new System.Drawing.SizeF(6F, 13F);
+      this.AutoScaleMode = System.Windows.Forms.AutoScaleMode.Font;
+      this.Name = "TimeframeFeatureCorrelationView";
+      ((System.ComponentModel.ISupportInitialize)(this.PictureBox)).EndInit();
+      this.SplitContainer.Panel1.ResumeLayout(false);
+      this.SplitContainer.Panel1.PerformLayout();
+      this.SplitContainer.Panel2.ResumeLayout(false);
+      ((System.ComponentModel.ISupportInitialize)(this.SplitContainer)).EndInit();
+      this.SplitContainer.ResumeLayout(false);
+      this.CalculatingPanel.ResumeLayout(false);
+      this.CalculatingPanel.PerformLayout();
+      this.ResumeLayout(false);
+
+    }
+    #endregion
+
+    protected System.Windows.Forms.Label VariableSelectionLabel;
+    protected System.Windows.Forms.ComboBox VariableSelectionComboBox;
+    protected System.Windows.Forms.Label TimeFrameLabel;
+    protected System.Windows.Forms.ComboBox TimeframeComboBox;
+  }
+}
Index: /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/TimeframeFeatureCorrelationView.cs
===================================================================
--- /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/TimeframeFeatureCorrelationView.cs	(revision 8542)
+++ /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/TimeframeFeatureCorrelationView.cs	(revision 8542)
@@ -0,0 +1,74 @@
+﻿#region License Information
+/* HeuristicLab
+ * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ *
+ * This file is part of HeuristicLab.
+ *
+ * HeuristicLab is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * HeuristicLab is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
+ */
+#endregion
+
+using System;
+using System.Linq;
+using System.Windows.Forms;
+using HeuristicLab.MainForm;
+
+namespace HeuristicLab.Problems.DataAnalysis.Views {
+  [View("Timeframe Feature Correlation View")]
+  [Content(typeof(FeatureCorrelation), false)]
+  public partial class TimeframeFeatureCorrelationView : FeatureCorrelationView {
+
+    public new FeatureCorrelation Content {
+      get { return (FeatureCorrelation)base.Content; }
+      set { base.Content = value; }
+    }
+
+    public TimeframeFeatureCorrelationView() {
+      InitializeComponent();
+      TimeframeComboBox.DataSource = Enumerable.Range(0, 16).ToList<int>();
+    }
+
+    protected override void OnContentChanged() {
+      base.OnContentChanged();
+      if (Content != null) {
+        VariableSelectionComboBox.DataSource = Content.RowNames.ToList();
+      }
+    }
+
+    protected void VariableSelectionComboBox_SelectedIndexChanged(object sender, EventArgs e) {
+      CalculateCorrelation();
+    }
+    protected void TimeframeComboBox_SelectedIndexChanged(object sender, EventArgs e) {
+      CalculateCorrelation();
+    }
+
+    protected override void CalculateCorrelation() {
+      string calc = (string)CorrelationCalcComboBox.SelectedItem;
+      string partition = (string)PartitionComboBox.SelectedItem;
+      string variable = (string)VariableSelectionComboBox.SelectedItem;
+      if (calc != null && partition != null && variable != null) {
+        DataGridView.Columns.Clear();
+        DataGridView.Enabled = false;
+        int frames = (int)TimeframeComboBox.SelectedItem;
+        Content.CalculateTimeframeElements(calc, partition, variable, frames);
+      }
+    }
+
+    protected override void UpdateColumnHeaders() {
+      for (int i = 0; i < DataGridView.ColumnCount; i++) {
+        DataGridView.Columns[i].HeaderText = i.ToString();
+      }
+    }
+  }
+}
Index: /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/TimeframeFeatureCorrelationView.resx
===================================================================
--- /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/TimeframeFeatureCorrelationView.resx	(revision 8542)
+++ /trunk/sources/HeuristicLab.Problems.DataAnalysis.Views/3.4/TimeframeFeatureCorrelationView.resx	(revision 8542)
@@ -0,0 +1,120 @@
+﻿<?xml version="1.0" encoding="utf-8"?>
+<root>
+  <!-- 
+    Microsoft ResX Schema 
+    
+    Version 2.0
+    
+    The primary goals of this format is to allow a simple XML format 
+    that is mostly human readable. The generation and parsing of the 
+    various data types are done through the TypeConverter classes 
+    associated with the data types.
+    
+    Example:
+    
+    ... ado.net/XML headers & schema ...
+    <resheader name="resmimetype">text/microsoft-resx</resheader>
+    <resheader name="version">2.0</resheader>
+    <resheader name="reader">System.Resources.ResXResourceReader, System.Windows.Forms, ...</resheader>
+    <resheader name="writer">System.Resources.ResXResourceWriter, System.Windows.Forms, ...</resheader>
+    <data name="Name1"><value>this is my long string</value><comment>this is a comment</comment></data>
+    <data name="Color1" type="System.Drawing.Color, System.Drawing">Blue</data>
+    <data name="Bitmap1" mimetype="application/x-microsoft.net.object.binary.base64">
+        <value>[base64 mime encoded serialized .NET Framework object]</value>
+    </data>
+    <data name="Icon1" type="System.Drawing.Icon, System.Drawing" mimetype="application/x-microsoft.net.object.bytearray.base64">
+        <value>[base64 mime encoded string representing a byte array form of the .NET Framework object]</value>
+        <comment>This is a comment</comment>
+    </data>
+                
+    There are any number of "resheader" rows that contain simple 
+    name/value pairs.
+    
+    Each data row contains a name, and value. The row also contains a 
+    type or mimetype. Type corresponds to a .NET class that support 
+    text/value conversion through the TypeConverter architecture. 
+    Classes that don't support this are serialized and stored with the 
+    mimetype set.
+    
+    The mimetype is used for serialized objects, and tells the 
+    ResXResourceReader how to depersist the object. This is currently not 
+    extensible. For a given mimetype the value must be set accordingly:
+    
+    Note - application/x-microsoft.net.object.binary.base64 is the format 
+    that the ResXResourceWriter will generate, however the reader can 
+    read any of the formats listed below.
+    
+    mimetype: application/x-microsoft.net.object.binary.base64
+    value   : The object must be serialized with 
+            : System.Runtime.Serialization.Formatters.Binary.BinaryFormatter
+            : and then encoded with base64 encoding.
+    
+    mimetype: application/x-microsoft.net.object.soap.base64
+    value   : The object must be serialized with 
+            : System.Runtime.Serialization.Formatters.Soap.SoapFormatter
+            : and then encoded with base64 encoding.
+
+    mimetype: application/x-microsoft.net.object.bytearray.base64
+    value   : The object must be serialized into a byte array 
+            : using a System.ComponentModel.TypeConverter
+            : and then encoded with base64 encoding.
+    -->
+  <xsd:schema id="root" xmlns="" xmlns:xsd="http://www.w3.org/2001/XMLSchema" xmlns:msdata="urn:schemas-microsoft-com:xml-msdata">
+    <xsd:import namespace="http://www.w3.org/XML/1998/namespace" />
+    <xsd:element name="root" msdata:IsDataSet="true">
+      <xsd:complexType>
+        <xsd:choice maxOccurs="unbounded">
+          <xsd:element name="metadata">
+            <xsd:complexType>
+              <xsd:sequence>
+                <xsd:element name="value" type="xsd:string" minOccurs="0" />
+              </xsd:sequence>
+              <xsd:attribute name="name" use="required" type="xsd:string" />
+              <xsd:attribute name="type" type="xsd:string" />
+              <xsd:attribute name="mimetype" type="xsd:string" />
+              <xsd:attribute ref="xml:space" />
+            </xsd:complexType>
+          </xsd:element>
+          <xsd:element name="assembly">
+            <xsd:complexType>
+              <xsd:attribute name="alias" type="xsd:string" />
+              <xsd:attribute name="name" type="xsd:string" />
+            </xsd:complexType>
+          </xsd:element>
+          <xsd:element name="data">
+            <xsd:complexType>
+              <xsd:sequence>
+                <xsd:element name="value" type="xsd:string" minOccurs="0" msdata:Ordinal="1" />
+                <xsd:element name="comment" type="xsd:string" minOccurs="0" msdata:Ordinal="2" />
+              </xsd:sequence>
+              <xsd:attribute name="name" type="xsd:string" use="required" msdata:Ordinal="1" />
+              <xsd:attribute name="type" type="xsd:string" msdata:Ordinal="3" />
+              <xsd:attribute name="mimetype" type="xsd:string" msdata:Ordinal="4" />
+              <xsd:attribute ref="xml:space" />
+            </xsd:complexType>
+          </xsd:element>
+          <xsd:element name="resheader">
+            <xsd:complexType>
+              <xsd:sequence>
+                <xsd:element name="value" type="xsd:string" minOccurs="0" msdata:Ordinal="1" />
+              </xsd:sequence>
+              <xsd:attribute name="name" type="xsd:string" use="required" />
+            </xsd:complexType>
+          </xsd:element>
+        </xsd:choice>
+      </xsd:complexType>
+    </xsd:element>
+  </xsd:schema>
+  <resheader name="resmimetype">
+    <value>text/microsoft-resx</value>
+  </resheader>
+  <resheader name="version">
+    <value>2.0</value>
+  </resheader>
+  <resheader name="reader">
+    <value>System.Resources.ResXResourceReader, System.Windows.Forms, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089</value>
+  </resheader>
+  <resheader name="writer">
+    <value>System.Resources.ResXResourceWriter, System.Windows.Forms, Version=4.0.0.0, Culture=neutral, PublicKeyToken=b77a5c561934e089</value>
+  </resheader>
+</root>
Index: /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/HeuristicLab.Problems.DataAnalysis-3.4.csproj
===================================================================
--- /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/HeuristicLab.Problems.DataAnalysis-3.4.csproj	(revision 8541)
+++ /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/HeuristicLab.Problems.DataAnalysis-3.4.csproj	(revision 8542)
@@ -93,4 +93,10 @@
   </PropertyGroup>
   <ItemGroup>
+    <Reference Include="ALGLIB-3.6.0, Version=3.6.0.0, Culture=neutral, PublicKeyToken=ba48961d6f65dcec, processorArchitecture=MSIL">
+      <HintPath>..\..\bin\ALGLIB-3.6.0.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.ALGLIB-3.6.0, Version=3.6.0.0, Culture=neutral, PublicKeyToken=ba48961d6f65dcec, processorArchitecture=MSIL">
+      <HintPath>..\..\bin\HeuristicLab.ALGLIB-3.6.0.dll</HintPath>
+    </Reference>
     <Reference Include="System" />
     <Reference Include="System.Core">
@@ -122,4 +128,5 @@
     <Compile Include="Implementation\Clustering\ClusteringProblemData.cs" />
     <Compile Include="Implementation\Clustering\ClusteringSolution.cs" />
+    <Compile Include="Implementation\FeatureCorrelation.cs" />
     <Compile Include="Implementation\Regression\ConstantRegressionModel.cs" />
     <Compile Include="Implementation\Regression\ConstantRegressionSolution.cs" />
@@ -180,4 +187,5 @@
     <Compile Include="OnlineCalculators\OnlinePearsonsRSquaredCalculator.cs" />
     <Compile Include="Implementation\Regression\RegressionSolution.cs" />
+    <Compile Include="OnlineCalculators\SpearmansRankCorrelationCoefficientCalculator.cs" />
     <Compile Include="Plugin.cs" />
     <Compile Include="Implementation\Classification\ThresholdCalculators\AccuracyMaximizationThresholdCalculator.cs" />
@@ -209,4 +217,9 @@
   </ItemGroup>
   <ItemGroup>
+    <ProjectReference Include="..\..\HeuristicLab.Analysis\3.3\HeuristicLab.Analysis-3.3.csproj">
+      <Project>{887425B4-4348-49ED-A457-B7D2C26DDBF9}</Project>
+      <Name>HeuristicLab.Analysis-3.3</Name>
+      <Private>False</Private>
+    </ProjectReference>
     <ProjectReference Include="..\..\HeuristicLab.Collections\3.3\HeuristicLab.Collections-3.3.csproj">
       <Project>{958B43BC-CC5C-4FA2-8628-2B3B01D890B6}</Project>
Index: /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisProblemData.cs
===================================================================
--- /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisProblemData.cs	(revision 8541)
+++ /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/DataAnalysisProblemData.cs	(revision 8542)
@@ -37,4 +37,5 @@
     protected const string TrainingPartitionParameterName = "TrainingPartition";
     protected const string TestPartitionParameterName = "TestPartition";
+    protected const string DatasetCorrelationParameterName = "Dataset Correlation";
 
     #region parameter properites
@@ -50,4 +51,7 @@
     public IFixedValueParameter<IntRange> TestPartitionParameter {
       get { return (IFixedValueParameter<IntRange>)Parameters[TestPartitionParameterName]; }
+    }
+    public IFixedValueParameter<FeatureCorrelation> DatasetCorrelationParameter {
+      get { return (IFixedValueParameter<FeatureCorrelation>)Parameters[DatasetCorrelationParameterName]; }
     }
     #endregion
@@ -73,4 +77,7 @@
     public IntRange TestPartition {
       get { return TestPartitionParameter.Value; }
+    }
+    public FeatureCorrelation DatasetCorrelation {
+      get { return DatasetCorrelationParameter.Value; }
     }
 
@@ -107,7 +114,13 @@
     [StorableConstructor]
     protected DataAnalysisProblemData(bool deserializing) : base(deserializing) { }
+
     [StorableHook(HookType.AfterDeserialization)]
     private void AfterDeserialization() {
       RegisterEventHandlers();
+      #region Backwards compatible code, remove with 3.4
+      if (!Parameters.ContainsKey(DatasetCorrelationParameterName)) {
+        Parameters.Add(new FixedValueParameter<FeatureCorrelation>(DatasetCorrelationParameterName, "", new FeatureCorrelation(this)));
+      }
+      #endregion
     }
 
@@ -132,4 +145,5 @@
       Parameters.Add(new FixedValueParameter<IntRange>(TrainingPartitionParameterName, "", new IntRange(trainingPartitionStart, trainingPartitionEnd)));
       Parameters.Add(new FixedValueParameter<IntRange>(TestPartitionParameterName, "", new IntRange(testPartitionStart, testPartitionEnd)));
+      Parameters.Add(new FixedValueParameter<FeatureCorrelation>(DatasetCorrelationParameterName, "", new FeatureCorrelation(this)));
 
       ((ValueParameter<Dataset>)DatasetParameter).ReactOnValueToStringChangedAndValueItemImageChanged = false;
Index: /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/FeatureCorrelation.cs
===================================================================
--- /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/FeatureCorrelation.cs	(revision 8542)
+++ /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/FeatureCorrelation.cs	(revision 8542)
@@ -0,0 +1,297 @@
+﻿#region License Information
+/* HeuristicLab
+ * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ *
+ * This file is part of HeuristicLab.
+ *
+ * HeuristicLab is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * HeuristicLab is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
+ */
+
+#endregion
+
+using System;
+using System.Collections.Generic;
+using System.ComponentModel;
+using System.Linq;
+using HeuristicLab.Analysis;
+using HeuristicLab.Common;
+using HeuristicLab.Core;
+using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
+using HeuristicLab.PluginInfrastructure;
+
+namespace HeuristicLab.Problems.DataAnalysis {
+  [StorableClass]
+  [Item("FeatureCorrelation", "Represents the correlation of features in a data set.")]
+  public class FeatureCorrelation : HeatMap {
+    private const string PearsonsR = "Pearsons R";
+    private const string PearsonsRSquared = "Pearsons R Squared";
+    private const string HoeffdingsDependence = "Hoeffdings Dependence";
+    private const string SpearmansRank = "Spearmans Rank";
+    public IEnumerable<string> CorrelationCalculators {
+      get { return new List<string>() { PearsonsR, PearsonsRSquared, HoeffdingsDependence, SpearmansRank }; }
+    }
+
+    private const string AllSamples = "All Samples";
+    private const string TrainingSamples = "Training Samples";
+    private const string TestSamples = "Test Samples";
+    public IEnumerable<string> Partitions {
+      get { return new List<string>() { AllSamples, TrainingSamples, TestSamples }; }
+    }
+
+    private IDataAnalysisProblemData problemData;
+    [Storable]
+    public IDataAnalysisProblemData ProblemData {
+      get { return problemData; }
+      set {
+        if (problemData != value) {
+          problemData = value;
+          columnNames = value.Dataset.DoubleVariables.ToList();
+          rowNames = value.Dataset.DoubleVariables.ToList();
+          OnProblemDataChanged();
+        }
+      }
+    }
+
+    private BackgroundWorker bw;
+    private BackgroundWorkerInfo bwInfo;
+
+    public FeatureCorrelation() {
+      this.Title = "Feature Correlation";
+      this.columnNames = problemData.Dataset.DoubleVariables.ToList();
+      this.rowNames = problemData.Dataset.DoubleVariables.ToList();
+      sortableView = true;
+    }
+    public FeatureCorrelation(IDataAnalysisProblemData problemData)
+      : base() {
+      this.problemData = problemData;
+      this.Title = "Feature Correlation";
+      this.columnNames = problemData.Dataset.DoubleVariables.ToList();
+      this.rowNames = problemData.Dataset.DoubleVariables.ToList();
+      sortableView = true;
+    }
+    protected FeatureCorrelation(FeatureCorrelation original, Cloner cloner)
+      : base(original, cloner) {
+      this.problemData = cloner.Clone(original.problemData);
+    }
+    public override IDeepCloneable Clone(Cloner cloner) {
+      return new FeatureCorrelation(this, cloner);
+    }
+
+    [StorableConstructor]
+    protected FeatureCorrelation(bool deserializing) : base(deserializing) { }
+
+    public void Recalculate(string calc, string partition) {
+      CalculateElements(problemData.Dataset, calc, partition);
+    }
+
+    public void CalculateTimeframeElements(string calc, string partition, string variable, int frames) {
+      CalculateElements(problemData.Dataset, calc, partition, variable, frames);
+    }
+
+    private void CalculateElements(Dataset dataset) {
+      CalculateElements(dataset, CorrelationCalculators.First(), Partitions.First());
+    }
+
+    private void CalculateElements(Dataset dataset, string calc, string partition, string variable = null, int frames = 0) {
+      bwInfo = new BackgroundWorkerInfo { Dataset = dataset, Calculator = calc, Partition = partition, Variable = variable, Frames = frames };
+      if (bw == null) {
+        bw = new BackgroundWorker();
+        bw.WorkerReportsProgress = true;
+        bw.WorkerSupportsCancellation = true;
+        bw.DoWork += new DoWorkEventHandler(BwDoWork);
+        bw.ProgressChanged += new ProgressChangedEventHandler(BwProgressChanged);
+        bw.RunWorkerCompleted += new RunWorkerCompletedEventHandler(BwRunWorkerCompleted);
+      }
+      if (bw.IsBusy) {
+        bw.CancelAsync();
+      } else {
+        bw.RunWorkerAsync(bwInfo);
+      }
+      if (calc.Equals(PearsonsR) || calc.Equals(SpearmansRank)) {
+        Maximum = 1.0;
+        Minimum = -1.0;
+      } else if (calc.Equals(HoeffdingsDependence)) {
+        Maximum = 1.0;
+        Minimum = -0.5;
+      } else {
+        Maximum = 1.0;
+        Minimum = 0.0;
+      }
+    }
+
+    #region backgroundworker
+    private void BwDoWork(object sender, DoWorkEventArgs e) {
+      BackgroundWorkerInfo bwInfo = (BackgroundWorkerInfo)e.Argument;
+      if (bwInfo.Variable == null) {
+        BwCalculateCorrelation(sender, e);
+      } else {
+        BwCalculateTimeframeCorrelation(sender, e);
+      }
+    }
+
+    private void BwCalculateCorrelation(object sender, DoWorkEventArgs e) {
+      BackgroundWorker worker = sender as BackgroundWorker;
+
+      BackgroundWorkerInfo bwInfo = (BackgroundWorkerInfo)e.Argument;
+      Dataset dataset = bwInfo.Dataset;
+      string partition = bwInfo.Partition;
+      string calc = bwInfo.Calculator;
+
+      IList<string> doubleVariableNames = dataset.DoubleVariables.ToList();
+      OnlineCalculatorError error;
+      int length = doubleVariableNames.Count;
+      double[,] elements = new double[length, length];
+      double calculations = (Math.Pow(length, 2) + length) / 2;
+
+      worker.ReportProgress(0);
+
+      for (int i = 0; i < length; i++) {
+        for (int j = 0; j < i + 1; j++) {
+          if (worker.CancellationPending) {
+            e.Cancel = true;
+            return;
+          }
+
+          IEnumerable<double> var1 = GetRelevantValues(problemData, partition, doubleVariableNames[i]);
+          IEnumerable<double> var2 = GetRelevantValues(problemData, partition, doubleVariableNames[j]);
+
+          elements[i, j] = CalculateElementWithCalculator(calc, var1, var2, out error);
+
+          elements[j, i] = elements[i, j];
+          if (!error.Equals(OnlineCalculatorError.None)) {
+            worker.ReportProgress(100);
+            throw new ArgumentException("Calculator returned " + error + Environment.NewLine + "Maybe try another calculator.");
+          }
+          worker.ReportProgress((int)Math.Round((((Math.Pow(i, 2) + i) / 2 + j + 1.0) / calculations) * 100));
+        }
+      }
+      e.Result = elements;
+    }
+
+    private void BwCalculateTimeframeCorrelation(object sender, DoWorkEventArgs e) {
+      BackgroundWorker worker = sender as BackgroundWorker;
+
+      BackgroundWorkerInfo bwInfo = (BackgroundWorkerInfo)e.Argument;
+      Dataset dataset = bwInfo.Dataset;
+      string partition = bwInfo.Partition;
+      string calc = bwInfo.Calculator;
+      string variable = bwInfo.Variable;
+      int frames = bwInfo.Frames;
+
+      IList<string> doubleVariableNames = dataset.DoubleVariables.ToList();
+      OnlineCalculatorError error;
+      int length = doubleVariableNames.Count;
+      double[,] elements = new double[length, frames + 1];
+      double calculations = (frames + 1) * length;
+
+      worker.ReportProgress(0);
+
+      for (int i = 0; i < length; i++) {
+        for (int j = 0; j <= frames; j++) {
+          if (worker.CancellationPending) {
+            e.Cancel = true;
+            return;
+          }
+
+          IEnumerable<double> var1 = GetRelevantValues(problemData, partition, variable);
+          IEnumerable<double> var2 = GetRelevantValues(problemData, partition, doubleVariableNames[i]);
+
+          var valuesInFrame = var1.Take(j);
+          var help = var1.Skip(j).ToList();
+          help.AddRange(valuesInFrame);
+          var1 = help;
+
+          elements[i, j] = CalculateElementWithCalculator(calc, var1, var2, out error);
+
+          if (!error.Equals(OnlineCalculatorError.None)) {
+            worker.ReportProgress(100);
+            throw new ArgumentException("Calculator returned " + error + Environment.NewLine + "Maybe try another calculator.");
+          }
+          worker.ReportProgress((int)((100.0 / calculations) * (i * (frames + 1) + j + 1)));
+        }
+      }
+      e.Result = elements;
+    }
+
+    private IEnumerable<double> GetRelevantValues(IDataAnalysisProblemData problemData, string partition, string variable) {
+      IEnumerable<double> var = problemData.Dataset.GetDoubleValues(variable);
+      if (partition.Equals(TrainingSamples)) {
+        var = var.Skip(problemData.TrainingPartition.Start).Take(problemData.TrainingPartition.End - problemData.TrainingPartition.Start);
+      } else if (partition.Equals(TestSamples)) {
+        var = var.Skip(problemData.TestPartition.Start).Take(problemData.TestPartition.End - problemData.TestPartition.Start);
+      }
+      return var;
+    }
+
+    private double CalculateElementWithCalculator(string calc, IEnumerable<double> var1, IEnumerable<double> var2, out OnlineCalculatorError error) {
+      if (calc.Equals(HoeffdingsDependence)) {
+        return HoeffdingsDependenceCalculator.Calculate(var1, var2, out error);
+      } else if (calc.Equals(SpearmansRank)) {
+        return SpearmansRankCorrelationCoefficientCalculator.Calculate(var1, var2, out error);
+      } else if (calc.Equals(PearsonsRSquared)) {
+        return OnlinePearsonsRSquaredCalculator.Calculate(var1, var2, out error);
+      } else {
+        return Math.Sqrt(OnlinePearsonsRSquaredCalculator.Calculate(var1, var2, out error));
+      }
+    }
+
+    private void BwRunWorkerCompleted(object sender, RunWorkerCompletedEventArgs e) {
+      BackgroundWorker worker = sender as BackgroundWorker;
+      if (!e.Cancelled && !worker.CancellationPending) {
+        if (!(e.Error == null)) {
+          ErrorHandling.ShowErrorDialog(e.Error);
+        } else {
+          matrix = (double[,])e.Result;
+          OnCorrelationCalculationFinished();
+        }
+      } else {
+        bw.RunWorkerAsync(bwInfo);
+      }
+    }
+    #endregion
+
+    #region events
+    public event EventHandler CorrelationCalculationFinished;
+    protected virtual void OnCorrelationCalculationFinished() {
+      EventHandler handler = CorrelationCalculationFinished;
+      if (handler != null)
+        handler(this, EventArgs.Empty);
+    }
+
+    public delegate void ProgressCalculationHandler(object sender, ProgressChangedEventArgs e);
+    public event ProgressCalculationHandler ProgressCalculation;
+    protected void BwProgressChanged(object sender, ProgressChangedEventArgs e) {
+      BackgroundWorker worker = sender as BackgroundWorker;
+      if (!worker.CancellationPending && ProgressCalculation != null) {
+        ProgressCalculation(sender, e);
+      }
+    }
+
+    public event EventHandler ProblemDataChanged;
+    protected virtual void OnProblemDataChanged() {
+      EventHandler handler = ProblemDataChanged;
+      if (handler != null)
+        handler(this, EventArgs.Empty);
+    }
+    #endregion
+
+    protected class BackgroundWorkerInfo {
+      public Dataset Dataset { get; set; }
+      public string Calculator { get; set; }
+      public string Partition { get; set; }
+      public string Variable { get; set; }
+      public int Frames { get; set; }
+    }
+  }
+}
Index: /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/HoeffdingsDependenceCalculator.cs
===================================================================
--- /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/HoeffdingsDependenceCalculator.cs	(revision 8541)
+++ /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/HoeffdingsDependenceCalculator.cs	(revision 8542)
@@ -23,5 +23,4 @@
 using System.Collections.Generic;
 using System.Linq;
-using HeuristicLab.Common;
 
 namespace HeuristicLab.Problems.DataAnalysis {
Index: /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/SpearmansRankCorrelationCoefficientCalculator.cs
===================================================================
--- /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/SpearmansRankCorrelationCoefficientCalculator.cs	(revision 8542)
+++ /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/OnlineCalculators/SpearmansRankCorrelationCoefficientCalculator.cs	(revision 8542)
@@ -0,0 +1,34 @@
+﻿#region License Information
+/* HeuristicLab
+ * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ *
+ * This file is part of HeuristicLab.
+ *
+ * HeuristicLab is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * HeuristicLab is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
+ */
+#endregion
+
+using System.Collections.Generic;
+using System.Linq;
+
+namespace HeuristicLab.Problems.DataAnalysis {
+  public class SpearmansRankCorrelationCoefficientCalculator {
+
+    public static double Calculate(IEnumerable<double> originalValues, IEnumerable<double> estimatedValues, out OnlineCalculatorError errorState) {
+      double rs = alglib.basestat.spearmancorr2(originalValues.ToArray(), estimatedValues.ToArray(), originalValues.Count());
+      errorState = OnlineCalculatorError.None;
+      return rs;
+    }
+  }
+}
Index: /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Plugin.cs.frame
===================================================================
--- /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Plugin.cs.frame	(revision 8541)
+++ /trunk/sources/HeuristicLab.Problems.DataAnalysis/3.4/Plugin.cs.frame	(revision 8542)
@@ -28,4 +28,6 @@
   [Plugin("HeuristicLab.Problems.DataAnalysis","Provides base classes for data analysis tasks.", "3.4.3.$WCREV$")]
   [PluginFile("HeuristicLab.Problems.DataAnalysis-3.4.dll", PluginFileType.Assembly)]
+  [PluginDependency("HeuristicLab.ALGLIB","3.6")]
+  [PluginDependency("HeuristicLab.Analysis", "3.3")]
   [PluginDependency("HeuristicLab.Collections", "3.3")]
   [PluginDependency("HeuristicLab.Common", "3.3")]
