Changeset 9392 for branches/LearningClassifierSystems/HeuristicLab.Optimization.Operators.LCS/3.3/GAssist/IGAssistNichesProblemData.cs

Timestamp:

04/23/13 13:31:29 (11 years ago)

Author:

sforsten

Message:

#1980:

• several small bug fixes
• added windowing technique ILAS to GAssist
• GAssist and XCS work now with real-valued features
• severely improved the performance of XCS

File:

• branches/LearningClassifierSystems/HeuristicLab.Optimization.Operators.LCS/3.3/GAssist/IGAssistNichesProblemData.cs (modified) (1 diff)

branches/LearningClassifierSystems/HeuristicLab.Optimization.Operators.LCS/3.3/GAssist/IGAssistNichesProblemData.cs

@@ -20 +20 @@
 #endregion
 
+using System;
 using System.Collections.Generic;
 using HeuristicLab.Core;
+using HeuristicLab.Data;
+using HeuristicLab.Problems.DataAnalysis;
 
 namespace HeuristicLab.Optimization.Operators.LCS {
   public interface IGAssistNichesProblemData : INamedItem {
+    Dataset Dataset { get; }
+    ICheckedItemList<StringValue> ConditionVariables { get; }
+    StringValue TargetVariable { get; }
+    IEnumerable<string> AllowedConditionVariables { get; }
+    //IEnumerable<string> AllowedTargetVariables { get; }
+
+    IntRange TrainingPartition { get; }
+    IntRange TestPartition { get; }
+
+    IEnumerable<int> TrainingIndices { get; }
+    IEnumerable<int> TestIndices { get; }
+
+    bool IsTrainingSample(int index);
+    bool IsTestSample(int index);
+
+    int Classes { get; }
+
+    IGAssistInput FetchInput(int row);
+    IEnumerable<IGAssistInput> FetchInput(IEnumerable<int> row);
+
+    IEnumerable<IGAssistNiche> FetchAction(IEnumerable<int> rows);
+    IGAssistNiche FetchAction(int rows);
+
+    event EventHandler Changed;
+
     IEnumerable<IGAssistNiche> GetPossibleNiches();
   }