public void ConstantModelVariableImpactTest()
{
IRegressionProblemData problemData = LoadDefaultTowerProblem();
IRegressionModel model = new ConstantModel(5, "y");
IRegressionSolution solution = new RegressionSolution(model, problemData);
Dictionary <string, double> expectedImpacts = GetExpectedValuesForConstantModel();
CheckDefaultAsserts(solution, expectedImpacts);
}
public void CustomModelVariableImpactTest()
{
IRegressionProblemData problemData = CreateDefaultProblem();
ISymbolicExpressionTree tree = CreateCustomExpressionTree();
IRegressionModel model = new SymbolicRegressionModel(problemData.TargetVariable, tree, new SymbolicDataAnalysisExpressionTreeInterpreter());
IRegressionSolution solution = new RegressionSolution(model, (IRegressionProblemData)problemData.Clone());
Dictionary <string, double> expectedImpacts = GetExpectedValuesForCustomProblem();
CheckDefaultAsserts(solution, expectedImpacts);
}
