public void Sample_CorrectSelectClass(double feature1, double feature2, int classKey)
{
_randomSubstitute.Configure().NextDouble().Returns(feature1, feature2);
var sample = new RandomGeneratedSample(_randomSubstitute);
//check classes was not changed
var satisfiedClass = _classes.First(c => c.ClassKey == classKey);
satisfiedClass.IsValueSatisfied(sample).Should().BeTrue();
sample.SetSatisfiedClass(_classes);
sample.ClassKey.Should().Be(classKey);
}
public List <RandomGeneratedSample> GenerateSamples()
{
var uniqueSamplesDict = new Dictionary <(double, double), RandomGeneratedSample>();
for (int i = 0; i < _samplesCount;)
{
var sample = new RandomGeneratedSample(_random);
sample.SetSatisfiedClass(_classes);
if (uniqueSamplesDict.ContainsKey((sample.Feature1, sample.Feature2)))
{
continue;
}
uniqueSamplesDict.Add((sample.Feature1, sample.Feature2), sample);
i++;
}
return(uniqueSamplesDict.Values.ToList());
}