public void DoubleCross()
{
FuzzySet C = new GaussianClassifier(new string[]{"low", "high"}, cross: 2.0);
Assert.AreEqual(0.33333, Math.Round(C["low"].centroid(), 5), "Invalid low centroid");
Assert.AreEqual(0.66667, Math.Round(C["high"].centroid(), 5), "Invalid high centroid");
Assert.AreEqual(0.11111, Math.Round(C["high"].Domain.begin, 5), "Invalid high begin");
}
public void DefaultDomain()
{
FuzzySet C = new GaussianClassifier(new string[]{"low", "high"});
Assert.AreEqual(0.33333, Math.Round(C["low"].centroid(), 5), "Invalid low centroid");
Assert.AreEqual(0.66667, Math.Round(C["high"].centroid(), 5), "Invalid high centroid");
Assert.AreEqual(0.38889, Math.Round(C["high"].Domain.begin, 5), "Invalid high begin");
}
public void EdgeTrue()
{
FuzzySet C = new GaussianClassifier(new string[]{"low", "high"}, edge: true);
Assert.AreEqual(0.0, Math.Round(C["low"].centroid(), 5), "Invalid low centroid");
Assert.AreEqual(1.0, Math.Round(C["high"].centroid(), 5), "Invalid high centroid");
}
public void OneClass()
{
Assert.Throws(typeof(ArgumentException), delegate{FuzzySet C = new GaussianClassifier(new string[]{"low"});});
}
public void AnotherDomain()
{
FuzzySet C = new GaussianClassifier(new string[]{"low", "high"}, begin: 10.0, end: 23.0);
Assert.AreEqual(14.33333, Math.Round(C["low"].centroid(), 5), "Invalid low centroid");
Assert.AreEqual(18.66667, Math.Round(C["high"].centroid(), 5), "Invalid high centroid");
}