public void ConstantModelVariableImpactTest()
{
IClassificationProblemData problemData = LoadIrisProblem();
IClassificationModel model = new ConstantModel(5, "y");
IClassificationSolution solution = new ClassificationSolution(model, problemData);
Dictionary <string, double> expectedImpacts = GetExpectedValuesForConstantModel();
CheckDefaultAsserts(solution, expectedImpacts);
}
public void CustomModelVariableImpactNoInfluenceTest()
{
IClassificationProblemData problemData = CreateDefaultProblem();
ISymbolicExpressionTree tree = CreateCustomExpressionTreeNoInfluenceX1();
var model = new SymbolicNearestNeighbourClassificationModel(problemData.TargetVariable, 3, tree, new SymbolicDataAnalysisExpressionTreeInterpreter());
model.RecalculateModelParameters(problemData, problemData.TrainingIndices);
IClassificationSolution solution = new ClassificationSolution(model, (IClassificationProblemData)problemData.Clone());
Dictionary <string, double> expectedImpacts = GetExpectedValuesForCustomProblemNoInfluence();
CheckDefaultAsserts(solution, expectedImpacts);
}
