Changeset 16388 for branches/2892_LR-prediction-intervals/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationModel.cs

Timestamp:

12/15/18 12:36:08 (6 years ago)

Author:

gkronber

Message:

#2892: Merging r15750:16382 (HEAD) from trunk to branch, resolving conflicts

Location:

branches/2892_LR-prediction-intervals

Files:

• . (modified) (3 props)
• HeuristicLab.Problems.DataAnalysis (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationModel.cs (modified) (1 diff)

branches/2892_LR-prediction-intervals

@@ +1 @@
+*.docstates
+*.psess
+*.resharper
+*.suo
+*.user
+*.vsp
+Doxygen
+FxCopResults.txt
+Google.ProtocolBuffers-0.9.1.dll
+Google.ProtocolBuffers-2.4.1.473.dll
+HeuristicLab 3.3.5.1.ReSharper.user
+HeuristicLab 3.3.6.0.ReSharper.user
+HeuristicLab.4.5.resharper.user
+HeuristicLab.ExtLibs.6.0.ReSharper.user
+HeuristicLab.Scripting.Development
+HeuristicLab.resharper.user
+ProtoGen.exe
 TestResults
+_ReSharper.HeuristicLab
+_ReSharper.HeuristicLab 3.3
+_ReSharper.HeuristicLab 3.3 Tests
+_ReSharper.HeuristicLab.ExtLibs
+bin
+protoc.exe
+obj
+.vs

@@ +1 @@
+*.docstates
+*.psess
+*.resharper
+*.suo
+*.user
+*.vsp
+Doxygen
+FxCopResults.txt
+Google.ProtocolBuffers-0.9.1.dll
+Google.ProtocolBuffers-2.4.1.473.dll
+HeuristicLab 3.3.5.1.ReSharper.user
+HeuristicLab 3.3.6.0.ReSharper.user
+HeuristicLab.4.5.resharper.user
+HeuristicLab.ExtLibs.6.0.ReSharper.user
+HeuristicLab.Scripting.Development
+HeuristicLab.resharper.user
+ProtoGen.exe
 TestResults
+_ReSharper.HeuristicLab
+_ReSharper.HeuristicLab 3.3
+_ReSharper.HeuristicLab 3.3 Tests
+_ReSharper.HeuristicLab.ExtLibs
+bin
+protoc.exe
+obj
+.vs

branches/2892_LR-prediction-intervals/HeuristicLab.Problems.DataAnalysis/3.4/Implementation/Classification/ClassificationModel.cs

@@ -66 +66 @@
     public abstract IClassificationSolution CreateClassificationSolution(IClassificationProblemData problemData);
 
+    public virtual bool IsProblemDataCompatible(IClassificationProblemData problemData, out string errorMessage) {
+      return IsProblemDataCompatible(this, problemData, out errorMessage);
+    }
+
+    public override bool IsProblemDataCompatible(IDataAnalysisProblemData problemData, out string errorMessage) {
+      if (problemData == null) throw new ArgumentNullException("problemData", "The provided problemData is null.");
+      var classificationProblemData = problemData as IClassificationProblemData;
+      if (classificationProblemData == null)
+        throw new ArgumentException("The problem data is not a regression problem data. Instead a " + problemData.GetType().GetPrettyName() + " was provided.", "problemData");
+      return IsProblemDataCompatible(classificationProblemData, out errorMessage);
+    }
+
+    public static bool IsProblemDataCompatible(IClassificationModel model, IClassificationProblemData problemData, out string errorMessage) {
+      if (model == null) throw new ArgumentNullException("model", "The provided model is null.");
+      if (problemData == null) throw new ArgumentNullException("problemData", "The provided problemData is null.");
+      errorMessage = string.Empty;
+
+      if (model.TargetVariable != problemData.TargetVariable)
+        errorMessage = string.Format("The target variable of the model {0} does not match the target variable of the problemData {1}.", model.TargetVariable, problemData.TargetVariable);
+
+      var evaluationErrorMessage = string.Empty;
+      var datasetCompatible = model.IsDatasetCompatible(problemData.Dataset, out evaluationErrorMessage);
+      if (!datasetCompatible)
+        errorMessage += evaluationErrorMessage;
+
+      return string.IsNullOrEmpty(errorMessage);
+    }
+
     #region events
     public event EventHandler TargetVariableChanged;

@@ +1 @@
+*.docstates
+*.psess
+*.resharper
+*.suo
+*.user
+*.vsp
+Doxygen
+FxCopResults.txt
+Google.ProtocolBuffers-0.9.1.dll
+Google.ProtocolBuffers-2.4.1.473.dll
+HeuristicLab 3.3.5.1.ReSharper.user
+HeuristicLab 3.3.6.0.ReSharper.user
+HeuristicLab.4.5.resharper.user
+HeuristicLab.ExtLibs.6.0.ReSharper.user
+HeuristicLab.Scripting.Development
+HeuristicLab.resharper.user
+ProtoGen.exe
 TestResults
+_ReSharper.HeuristicLab
+_ReSharper.HeuristicLab 3.3
+_ReSharper.HeuristicLab 3.3 Tests
+_ReSharper.HeuristicLab.ExtLibs
+bin
+protoc.exe
+obj
+.vs