Changeset 15188 for stable/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessRegressionSolutionCreator.cs

Timestamp:

07/10/17 19:19:26 (7 years ago)

Author:

gkronber

Message:

#2782: merged r14899,r14918,r15160,r15163,r15165,r15187 from trunk to stable

Location:

stable

Files:

• . (modified) (1 prop)
• HeuristicLab.Algorithms.DataAnalysis (modified) (1 prop)
• HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessRegressionSolutionCreator.cs (modified) (2 diffs)

stable/HeuristicLab.Algorithms.DataAnalysis/3.4/GaussianProcess/GaussianProcessRegressionSolutionCreator.cs

@@ -41 +41 @@
     private const string TestRSquaredResultName = "Test R²";
     private const string CreateSolutionParameterName = "CreateSolution";
+    private const string NegLogPseudoLikelihood = "Negative log pseudo-likelihood (LOO-CV)";
 
     #region Parameter Properties
@@ -108 +109 @@
                                  "The Pearson's R² of the Gaussian process solution on the test partition.",
                                  new DoubleValue(s.TestRSquared)));
+          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[NegLogPseudoLikelihood].Value = new DoubleValue(m.LooCvNegativeLogPseudoLikelihood);
         }
       }