public void CreateClassStatisticks_PacientCollectionWithFeatures_BinaryFeaturesStat()
{
var classStat = new ClassStatistics(patients, Classification.Normal);
Feature feature = new Feature {
Id = 2, Value = 1, Type = FeatureType.Binary
};
Assert.Equal(0.667, classStat.FeaturesProbabilities(feature), 3);
}
public void CreateClassStatisticks_PacientCollectionWithFeatures_Probability0()
{
ContinousFeaturesRanges.Buckets = 10;
var classStat = new ClassStatistics(patients, Classification.Normal);
Feature feature = new Feature {
Id = 17, Value = 0.6, Type = FeatureType.Continuous
};
Assert.Equal(0, classStat.FeaturesProbabilities(feature), 3);
}
