Changeset 2344 for trunk/sources/HeuristicLab.Modeling/3.2/IAnalyzerModel.cs

Timestamp:

09/08/09 11:11:50 (15 years ago)

Author:

gkronber

Message:

Extended IAnalyzerModel and the default implementation AnalyzerModel to hold a dictionary of result values and extended GP algorithms for time-series prognosis and classification to store specific results (TheilInequalityCoefficient and Accuracy in the model) (#736). Also prepared IAnalyzerModel and AnalyzerModel and modeling algorithms to store meta-information about models (#731).

File:

• trunk/sources/HeuristicLab.Modeling/3.2/IAnalyzerModel.cs (modified) (3 diffs)

trunk/sources/HeuristicLab.Modeling/3.2/IAnalyzerModel.cs

@@ -27 +27 @@
 
 namespace HeuristicLab.Modeling {
-   public interface IAnalyzerModel {
+  public interface IAnalyzerModel {
+    IPredictor Predictor { get; set; }
     Dataset Dataset { get; set; }
     string TargetVariable { get; set; }
     IEnumerable<string> InputVariables { get; }
+    IEnumerable<KeyValuePair<string, double>> Results { get; }
+    IEnumerable<KeyValuePair<string, object>> MetaData { get; }
     int TrainingSamplesStart { get; set; }
     int TrainingSamplesEnd { get; set; }
@@ -37 +40 @@
     int TestSamplesStart { get; set; }
     int TestSamplesEnd { get; set; }
-    double TrainingMeanSquaredError { get; set; }
-    double ValidationMeanSquaredError { get; set; }
-    double TestMeanSquaredError { get; set; }
-    double TrainingMeanAbsolutePercentageError { get; set; }
-    double ValidationMeanAbsolutePercentageError { get; set; }
-    double TestMeanAbsolutePercentageError { get; set; }
-    double TrainingMeanAbsolutePercentageOfRangeError { get; set; }
-    double ValidationMeanAbsolutePercentageOfRangeError { get; set; }
-    double TestMeanAbsolutePercentageOfRangeError { get; set; }
-    double TrainingCoefficientOfDetermination { get; set; }
-    double ValidationCoefficientOfDetermination { get; set; }
-    double TestCoefficientOfDetermination { get; set; }
-    double TrainingVarianceAccountedFor { get; set; }
-    double ValidationVarianceAccountedFor { get; set; }
-    double TestVarianceAccountedFor { get; set; }
+    void SetResult(string name, double value);
+    double GetResult(string name);
+    void SetMetaData(string name, object data);
+    object GetMetaData(string name);
     double GetVariableEvaluationImpact(string variableName);
     double GetVariableQualityImpact(string variableName);
@@ -57 +49 @@
     void SetVariableEvaluationImpact(string variableName, double impact);
     void SetVariableQualityImpact(string variableName, double impact);
-    IPredictor Predictor { get; set; }
   }
 }