public void EvaluateModelTest(List <TestingExample> testData, double score, int entityCount, int classCount)
{
var result = _evaluationController.EvaluateModel(testData);
Assert.Equal(entityCount, result.EntityModelsStats.Count);
Assert.Equal(classCount, result.ClassificationModelsStats.Count);
foreach (var entityStats in result.EntityModelsStats)
{
Assert.Equal(score, entityStats.Precision);
Assert.Equal(score, entityStats.Recall);
Assert.Equal(score, entityStats.FScore);
}
foreach (var classificationStats in result.ClassificationModelsStats)
{
Assert.Equal(score, classificationStats.Precision);
Assert.Equal(score, classificationStats.Recall);
Assert.Equal(score, classificationStats.FScore);
}
return;
}
public void InvalidInputTest(IReadOnlyList <TestingExample> testData)
{
var evaluation = new EvaluationController();
Assert.Throws <InvalidInputException>(() => evaluation.EvaluateModel(testData));
}
public LuisModelEvaluation.Models.Result.BatchTestResponse RunBatchTest(List <TestingExample> testData, List <Model> entities, List <Model> classes)
{
var evaluation = new EvaluationController();
return(evaluation.EvaluateModel(testData, verbose: true, entities, classes));
}
