Index: branches/ClassificationModelComparison/HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/ClassificationSolutionComparisonView.Designer.cs
===================================================================
--- branches/ClassificationModelComparison/HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/ClassificationSolutionComparisonView.Designer.cs	(revision 9119)
+++ branches/ClassificationModelComparison/HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/ClassificationSolutionComparisonView.Designer.cs	(revision 9119)
@@ -0,0 +1,79 @@
+﻿#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.Classification {
+  partial class ClassificationSolutionComparisonView {
+    /// <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.dataGridView = new System.Windows.Forms.DataGridView();
+      ((System.ComponentModel.ISupportInitialize)(this.dataGridView)).BeginInit();
+      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(418, 257);
+      this.dataGridView.TabIndex = 0;
+      // 
+      // ClassificationSolutionComparisonView
+      // 
+      this.AutoScaleDimensions = new System.Drawing.SizeF(6F, 13F);
+      this.AutoScaleMode = System.Windows.Forms.AutoScaleMode.Font;
+      this.Controls.Add(this.dataGridView);
+      this.Name = "ClassificationSolutionComparisonView";
+      this.Size = new System.Drawing.Size(418, 257);
+      ((System.ComponentModel.ISupportInitialize)(this.dataGridView)).EndInit();
+      this.ResumeLayout(false);
+
+    }
+
+    #endregion
+
+    private System.Windows.Forms.DataGridView dataGridView;
+  }
+}
Index: branches/ClassificationModelComparison/HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/ClassificationSolutionComparisonView.cs
===================================================================
--- branches/ClassificationModelComparison/HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/ClassificationSolutionComparisonView.cs	(revision 9119)
+++ branches/ClassificationModelComparison/HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/ClassificationSolutionComparisonView.cs	(revision 9119)
@@ -0,0 +1,137 @@
+﻿#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.Linq;
+using System.Windows.Forms;
+using HeuristicLab.Algorithms.DataAnalysis;
+using HeuristicLab.MainForm;
+using HeuristicLab.Problems.DataAnalysis.OnlineCalculators;
+using HeuristicLab.Random;
+
+namespace HeuristicLab.Problems.DataAnalysis.Views.Classification {
+  [View("Solution Comparions")]
+  [Content(typeof(IClassificationSolution))]
+  public partial class ClassificationSolutionComparisonView : DataAnalysisSolutionEvaluationView {
+    public ClassificationSolutionComparisonView() {
+      InitializeComponent();
+    }
+
+    public new IClassificationSolution Content {
+      get { return (IClassificationSolution)base.Content; }
+      set { base.Content = value; }
+    }
+
+    protected override void RegisterContentEvents() {
+      base.RegisterContentEvents();
+      Content.ModelChanged += new EventHandler(Content_ModelChanged);
+      Content.ProblemDataChanged += new EventHandler(Content_ProblemDataChanged);
+    }
+    protected override void DeregisterContentEvents() {
+      base.DeregisterContentEvents();
+      Content.ModelChanged -= new EventHandler(Content_ModelChanged);
+      Content.ProblemDataChanged -= new EventHandler(Content_ProblemDataChanged);
+    }
+
+    protected virtual void Content_ModelChanged(object sender, EventArgs e) {
+      if (InvokeRequired) Invoke((Action<object, EventArgs>)Content_ModelChanged, sender, e);
+      else UpdateDataGridView();
+    }
+    protected virtual void Content_ProblemDataChanged(object sender, EventArgs e) {
+      if (InvokeRequired) Invoke((Action<object, EventArgs>)Content_ProblemDataChanged, sender, e);
+      else {
+        UpdateDataGridView();
+      }
+    }
+    protected override void OnContentChanged() {
+      base.OnContentChanged();
+      UpdateDataGridView();
+    }
+
+    private void UpdateDataGridView() {
+      if (InvokeRequired) {
+        Invoke((Action)UpdateDataGridView);
+      } else {
+        if (Content == null) {
+          dataGridView.Rows.Clear();
+          dataGridView.Columns.Clear();
+        } else {
+
+          IClassificationProblemData problemData = Content.ProblemData;
+          Dataset dataset = problemData.Dataset;
+          List<IClassificationSolution> solutions = new List<IClassificationSolution>() { Content };
+          solutions.AddRange(GenerateClassificationSolutions(problemData));
+
+          dataGridView.ColumnCount = 4;
+          dataGridView.RowCount = solutions.Count();
+          dataGridView.Columns[0].HeaderText = "Training Accuracy";
+          dataGridView.Columns[1].HeaderText = "Test Accuracy";
+          dataGridView.Columns[2].HeaderText = "Matthews Correlation Coefficient Training";
+          dataGridView.Columns[3].HeaderText = "Matthews Correlation Coefficient Test";
+          if (problemData.Classes == 2) {
+            dataGridView.ColumnCount = 6;
+            dataGridView.Columns[4].HeaderText = "F1 Score Trainin";
+            dataGridView.Columns[5].HeaderText = "F1 Score Test";
+          }
+
+          for (int row = 0; row < solutions.Count; row++) {
+            var solution = solutions[row];
+
+            dataGridView.Rows[row].HeaderCell.Value = solution.Name;
+            dataGridView[0, row].Value = solution.TrainingAccuracy;
+            dataGridView[1, row].Value = solution.TestAccuracy;
+
+            var trainingIndizes = problemData.TrainingIndices;
+            var originalTrainingValues = problemData.Dataset.GetDoubleValues(problemData.TargetVariable, trainingIndizes);
+            var estimatedTrainingValues = solution.Model.GetEstimatedClassValues(dataset, trainingIndizes);
+
+            var testIndices = problemData.TrainingIndices;
+            var originalTestValues = problemData.Dataset.GetDoubleValues(problemData.TargetVariable, testIndices);
+            var estimatedTestValues = solution.Model.GetEstimatedClassValues(dataset, testIndices);
+
+            OnlineCalculatorError errorState;
+
+            dataGridView[2, row].Value = MatthewsCorrelationCoefficientCalculator.Calculate(originalTrainingValues, estimatedTrainingValues, out errorState);
+            dataGridView[3, row].Value = MatthewsCorrelationCoefficientCalculator.Calculate(originalTestValues, estimatedTestValues, out errorState);
+            if (problemData.Classes == 2) {
+              dataGridView[4, row].Value = FOneScoreCalculator.Calculate(originalTrainingValues, estimatedTrainingValues, out errorState);
+              dataGridView[5, row].Value = FOneScoreCalculator.Calculate(originalTestValues, estimatedTestValues, out errorState);
+            }
+          }
+
+          dataGridView.AutoResizeColumns(DataGridViewAutoSizeColumnsMode.ColumnHeader);
+          dataGridView.AutoResizeRowHeadersWidth(DataGridViewRowHeadersWidthSizeMode.AutoSizeToAllHeaders);
+        }
+      }
+    }
+
+    private IEnumerable<IClassificationSolution> GenerateClassificationSolutions(IClassificationProblemData problemData) {
+      var zeroR = ZeroR.CreateZeroRSolution(problemData);
+      zeroR.Name = "0R Classification Solution";
+      var oneR = OneR.CreateOneRSolution(problemData, 6, new FastRandom());
+      oneR.Name = "1R Classification Solution";
+      var lda = LinearDiscriminantAnalysis.CreateLinearDiscriminantAnalysisSolution(problemData);
+      lda.Name = "Linear Discriminant Analysis Solution";
+      return new List<IClassificationSolution>() { zeroR, oneR, lda };
+    }
+  }
+}
Index: branches/ClassificationModelComparison/HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/DiscriminantFunctionClassificationSolutionThresholdView.cs
===================================================================
--- branches/ClassificationModelComparison/HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/DiscriminantFunctionClassificationSolutionThresholdView.cs	(revision 9116)
+++ branches/ClassificationModelComparison/HeuristicLab.Problems.DataAnalysis.Views/3.4/Classification/DiscriminantFunctionClassificationSolutionThresholdView.cs	(revision 9119)
@@ -46,5 +46,5 @@
 
     private Dictionary<double, Series> classValueSeriesMapping;
-    private Random random;
+    private System.Random random;
     private bool updateInProgress;
 
@@ -54,5 +54,5 @@
 
       classValueSeriesMapping = new Dictionary<double, Series>();
-      random = new Random();
+      random = new System.Random();
       updateInProgress = false;
 
Index: branches/ClassificationModelComparison/HeuristicLab.Problems.DataAnalysis.Views/3.4/HeuristicLab.Problems.DataAnalysis.Views-3.4.csproj
===================================================================
--- branches/ClassificationModelComparison/HeuristicLab.Problems.DataAnalysis.Views/3.4/HeuristicLab.Problems.DataAnalysis.Views-3.4.csproj	(revision 9116)
+++ branches/ClassificationModelComparison/HeuristicLab.Problems.DataAnalysis.Views/3.4/HeuristicLab.Problems.DataAnalysis.Views-3.4.csproj	(revision 9119)
@@ -41,5 +41,5 @@
     <DebugType>full</DebugType>
     <Optimize>false</Optimize>
-    <OutputPath>$(SolutionDir)\bin\</OutputPath>
+    <OutputPath>..\..\..\..\trunk\sources\bin\</OutputPath>
     <DefineConstants>DEBUG;TRACE</DefineConstants>
     <ErrorReport>prompt</ErrorReport>
@@ -50,5 +50,5 @@
     <DebugType>pdbonly</DebugType>
     <Optimize>true</Optimize>
-    <OutputPath>$(SolutionDir)\bin\</OutputPath>
+    <OutputPath>..\..\..\..\trunk\sources\bin\</OutputPath>
     <DefineConstants>TRACE</DefineConstants>
     <ErrorReport>prompt</ErrorReport>
@@ -58,5 +58,5 @@
   <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|x64' ">
     <DebugSymbols>true</DebugSymbols>
-    <OutputPath>$(SolutionDir)\bin\</OutputPath>
+    <OutputPath>..\..\..\..\trunk\sources\bin\</OutputPath>
     <DefineConstants>DEBUG;TRACE</DefineConstants>
     <DebugType>full</DebugType>
@@ -66,5 +66,5 @@
   </PropertyGroup>
   <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|x64' ">
-    <OutputPath>$(SolutionDir)\bin\</OutputPath>
+    <OutputPath>..\..\..\..\trunk\sources\bin\</OutputPath>
     <DefineConstants>TRACE</DefineConstants>
     <Optimize>true</Optimize>
@@ -76,5 +76,5 @@
   <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|x86' ">
     <DebugSymbols>true</DebugSymbols>
-    <OutputPath>$(SolutionDir)\bin\</OutputPath>
+    <OutputPath>..\..\..\..\trunk\sources\bin\</OutputPath>
     <DefineConstants>DEBUG;TRACE</DefineConstants>
     <DebugType>full</DebugType>
@@ -84,5 +84,5 @@
   </PropertyGroup>
   <PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|x86' ">
-    <OutputPath>$(SolutionDir)\bin\</OutputPath>
+    <OutputPath>..\..\..\..\trunk\sources\bin\</OutputPath>
     <DefineConstants>TRACE</DefineConstants>
     <Optimize>true</Optimize>
@@ -93,7 +93,61 @@
   </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>
-      <Private>False</Private>
+    <Reference Include="ALGLIB-3.6.0">
+      <HintPath>..\..\..\..\trunk\sources\bin\ALGLIB-3.6.0.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Analysis-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Analysis-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Analysis.Views-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Analysis.Views-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Collections-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Collections-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Common-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Common-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Common.Resources-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Common.Resources-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Core-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Core-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Core.Views-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Core.Views-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Data-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Data-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Data.Views-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Data.Views-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.MainForm-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.MainForm-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.MainForm.WindowsForms-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.MainForm.WindowsForms-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Optimization-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Optimization-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Optimization.Views-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Optimization.Views-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Optimizer-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Optimizer-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Parameters.Views-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Parameters.Views-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Persistence-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Persistence-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.PluginInfrastructure-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.PluginInfrastructure-3.3.dll</HintPath>
+    </Reference>
+    <Reference Include="HeuristicLab.Random-3.3, Version=3.3.0.0, Culture=neutral, PublicKeyToken=ba48961d6f65dcec, processorArchitecture=MSIL" />
+    <Reference Include="HeuristicLab.Visualization.ChartControlsExtensions-3.3">
+      <HintPath>..\..\..\..\trunk\sources\bin\HeuristicLab.Visualization.ChartControlsExtensions-3.3.dll</HintPath>
     </Reference>
     <Reference Include="System" />
@@ -131,4 +185,10 @@
     <Compile Include="Classification\ClassificationFeatureCorrelationView.Designer.cs">
       <DependentUpon>ClassificationFeatureCorrelationView.cs</DependentUpon>
+    </Compile>
+    <Compile Include="Classification\ClassificationSolutionComparisonView.cs">
+      <SubType>UserControl</SubType>
+    </Compile>
+    <Compile Include="Classification\ClassificationSolutionComparisonView.Designer.cs">
+      <DependentUpon>ClassificationSolutionComparisonView.cs</DependentUpon>
     </Compile>
     <Compile Include="Classification\ClassificationTimeframeFeatureCorrelationView.cs">
@@ -356,97 +416,7 @@
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     </ProjectReference>
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-      <Private>False</Private>
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