Changeset 10578

Timestamp:

03/12/14 15:09:17 (10 years ago)

Author:

mkommend

Message:

#2166: Adapted GP data analysis test to include the verification of the validation solution.

File:

• trunk/sources/HeuristicLab.Tests/HeuristicLab-3.3/SamplesTest.cs (modified) (2 diffs)

trunk/sources/HeuristicLab.Tests/HeuristicLab-3.3/SamplesTest.cs

@@ -265 +265 @@
       Assert.AreEqual(0, GetDoubleResult(ga, "CurrentWorstQuality"), 1E-8);
       Assert.AreEqual(50950, GetIntResult(ga, "EvaluatedSolutions"));
+      var bestTrainingSolution = (IRegressionSolution)ga.Results["Best training solution"].Value;
+      Assert.AreEqual(0.85504801557844745, bestTrainingSolution.TrainingRSquared, 1E-8);
+      Assert.AreEqual(0.86259381948647817, bestTrainingSolution.TestRSquared, 1E-8);
+      var bestValidationSolution = (IRegressionSolution)ga.Results["Best validation solution"].Value;
+      Assert.AreEqual(0.84854338315539746, bestValidationSolution.TrainingRSquared, 1E-8);
+      Assert.AreEqual(0.8662813452656678, bestValidationSolution.TestRSquared, 1E-8);
     }
 
@@ -377 +383 @@
       Assert.AreEqual(0.80875, bestTrainingSolution.TrainingAccuracy, 1E-8);
       Assert.AreEqual(0.795031055900621, bestTrainingSolution.TestAccuracy, 1E-8);
+      var bestValidationSolution = (IClassificationSolution)ga.Results["Best validation solution"].Value;
+      Assert.AreEqual(0.81375, bestValidationSolution.TrainingAccuracy, 1E-8);
+      Assert.AreEqual(0.788819875776398, bestValidationSolution.TestAccuracy, 1E-8);
     }