Changeset 15160 for trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessRegressionSolutionCreator.cs

Timestamp:

07/06/17 14:07:38 (7 years ago)

Author:

gkronber

Message:

#2782 renamed LOO log predictive probability to LooCvNegativeLogPseudoLikelihood

File:

• trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessRegressionSolutionCreator.cs (modified) (2 diffs)

trunk/sources/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessRegressionSolutionCreator.cs

@@ -41 +41 @@
     private const string TestRSquaredResultName = "Test R²";
     private const string CreateSolutionParameterName = "CreateSolution";
-    private const string NegLogPredictiveProbability = "NegativeLogPredictiveProbability (LOO-CV)";
+    private const string NegLogPseudoLikelihood = "Negative log pseudo-likelihood (LOO-CV)";
 
     #region Parameter Properties
@@ -109 +109 @@
                                  "The Pearson's R² of the Gaussian process solution on the test partition.",
                                  new DoubleValue(s.TestRSquared)));
-          results.Add(new Result(NegLogPredictiveProbability, 
-                                 "The leave-one-out-cross-validation negative log predictive probability.", 
-                                 new DoubleValue(m.NegativeLooPredictiveProbability)));
+          results.Add(new Result(NegLogPseudoLikelihood,
+                                 "The negative log pseudo-likelihood (from leave-one-out-cross-validation).", 
+                                 new DoubleValue(m.LooCvNegativeLogPseudoLikelihood)));
         } else {
           results[SolutionParameterName].Value = s;
           results[TrainingRSquaredResultName].Value = new DoubleValue(s.TrainingRSquared);
           results[TestRSquaredResultName].Value = new DoubleValue(s.TestRSquared);
-          results[NegLogPredictiveProbability].Value = new DoubleValue(m.NegativeLooPredictiveProbability);
+          results[NegLogPseudoLikelihood].Value = new DoubleValue(m.LooCvNegativeLogPseudoLikelihood);
         }
       }