public void RunOSGARastriginScriptTest()
{
var script = CreateOSGARastriginScript();
script.Compile();
ScriptingUtils.RunScript(script);
var bestQuality = ScriptingUtils.GetVariable <double>(script, BestQualityVariableName);
Assert.AreEqual(0.176350329149955, bestQuality, 1E-8);
}
public void RunGAQAPScriptTest()
{
var script = CreateGAQAPScript();
script.Compile();
ScriptingUtils.RunScript(script);
var bestQuality = ScriptingUtils.GetVariable <double>(script, BestQualityVariableName);
Assert.AreEqual(2410.0, bestQuality, 1E-8);
}
public void RunGridSearchSVMRegressionScriptTest()
{
var script = CreateGridSearchSVMRegressionScript();
script.Compile();
ScriptingUtils.RunScript(script);
var bestSolution = ScriptingUtils.GetVariable <IRegressionSolution>(script, BestSolutionVariableName);
Assert.AreEqual(0.982485852864274, bestSolution.TrainingRSquared, 1E-8);
Assert.AreEqual(0.98817480950295, bestSolution.TestRSquared, 1E-8);
}
public void RunGridSearchSVMClassificationScriptTest()
{
var script = CreateGridSearchSVMClassificationScript();
script.Compile();
ScriptingUtils.RunScript(script);
var bestSolution = ScriptingUtils.GetVariable <IClassificationSolution>(script, BestSolutionVariableName);
Assert.AreEqual(0.819032761310452, bestSolution.TrainingAccuracy, 1E-8);
Assert.AreEqual(0.721875, bestSolution.TestAccuracy, 1E-8);
}
public void RunGridSearchRFRegressionScriptTest()
{
var script = CreateGridSearchRFRegressionScript();
script.Compile();
ScriptingUtils.RunScript(script);
var bestSolution = ScriptingUtils.GetVariable <IRegressionSolution>(script, BestSolutionVariableName);
Assert.AreEqual(0.968329534139836, bestSolution.TrainingRSquared, 1E-8);
Assert.AreEqual(0.982380790563445, bestSolution.TestRSquared, 1E-8);
}