Changeset 2428 for trunk/sources/HeuristicLab.Modeling/3.2/ModelingResultCalculators.cs

Timestamp:

10/15/09 12:36:04 (15 years ago)

Author:

gkronber

Message:

Implemented #782 (Additional model quality metrics: Pearson product-moment correlation coefficient and Spearman's rank correlation coefficient)

File:

• trunk/sources/HeuristicLab.Modeling/3.2/ModelingResultCalculators.cs (modified) (2 diffs)

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

@@ -59 +59 @@
           }
         },
+        { typeof(SimplePearsonCorrelationCoefficientEvaluator),
+          new ModelingResult[] {
+            ModelingResult.TrainingPearsonsCorrelationCoefficient,
+            ModelingResult.ValidationPearsonCorrlationCoefficent,
+            ModelingResult.TestPearsonCorrelationCoefficient
+          }
+        },
+        { typeof(SimpleSpearmansRankCorrelationCoefficientEvaluator),
+          new ModelingResult[] {
+            ModelingResult.TrainingSpearmansRankCorrelationCoefficient,
+            ModelingResult.ValidationSpearmansRankCorrelationCoefficient,
+            ModelingResult.TestSpearmansRankCorrelationCoefficient
+          }
+        },
         { typeof(SimpleVarianceAccountedForEvaluator),
           new ModelingResult[] {
@@ -148 +162 @@
       RegressionModelingResults[ModelingResult.ValidationCoefficientOfDetermination] = SimpleR2Evaluator.Calculate;
       RegressionModelingResults[ModelingResult.TestCoefficientOfDetermination] = SimpleR2Evaluator.Calculate;
+
+      //Pearson Correlation Coefficient
+      RegressionModelingResults[ModelingResult.TrainingPearsonsCorrelationCoefficient] = SimplePearsonCorrelationCoefficientEvaluator.Calculate;
+      RegressionModelingResults[ModelingResult.ValidationPearsonCorrelationCoefficient] = SimplePearsonCorrelationCoefficientEvaluator.Calculate;
+      RegressionModelingResults[ModelingResult.TestPearsonCorrelationCoefficient] = SimplePearsonCorrelationCoefficientEvaluator.Calculate;
+
+      //Stable Pearson Correlation Coefficient
+      RegressionModelingResults[ModelingResult.TrainingStablePearsonsCorrelationCoefficient] = SimpleStableCorrelationCoefficientEvaluator.Calculate;
+      RegressionModelingResults[ModelingResult.ValidationStablePearsonCorrelationCoefficient] = SimpleStableCorrelationCoefficientEvaluator.Calculate;
+      RegressionModelingResults[ModelingResult.TestStablePearsonCorrelationCoefficient] = SimpleStableCorrelationCoefficientEvaluator.Calculate;
+
+      //Spearman's rank correlation coefficient
+      RegressionModelingResults[ModelingResult.TrainingSpearmansRankCorrelationCoefficient] = SimpleSpearmansRankCorrelationCoefficientEvaluator.Calculate;
+      RegressionModelingResults[ModelingResult.ValidationSpearmansRankCorrelationCoefficient] = SimpleSpearmansRankCorrelationCoefficientEvaluator.Calculate;
+      RegressionModelingResults[ModelingResult.TestSpearmansRankCorrelationCoefficient] = SimpleSpearmansRankCorrelationCoefficientEvaluator.Calculate;
 
       //Variance accounted for