Changeset 14107 for trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/Interfaces

Timestamp:

07/18/16 17:45:45 (8 years ago)

Author:

pfleck

Message:

#2631

• Added an additional function to ALGLIB that returns the prediction for each tree of a decision forest.
• Implemented IConfidenceRegression/Solution for RandomForestModel/Solution using the variance of the predictions from the trees.

Location:

trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/Interfaces

Files:

• IRandomForestModel.cs (modified) (1 diff)
• IRandomForestRegressionSolution.cs (modified) (1 diff)

trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/Interfaces/IRandomForestModel.cs

@@ -29 +29 @@
   /// Interface to represent a random forest model for either regression or classification
   /// </summary>
-  public interface IRandomForestModel : IRegressionModel, IClassificationModel {
+  public interface IRandomForestModel : IConfidenceRegressionModel, IClassificationModel {
   }
 }

trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/Interfaces/IRandomForestRegressionSolution.cs

@@ -28 +28 @@
   /// Interface to represent a random forest regression solution
   /// </summary>
-  public interface IRandomForestRegressionSolution : IRegressionSolution {
+  public interface IRandomForestRegressionSolution : IConfidenceRegressionSolution {
     new IRandomForestModel Model { get; }
   }