private static void test(NaiveBayes<GeneralDiscreteDistribution, int> nb, int[][] inputs, int[] sp)
{
int c = nb.Decide(sp); // 1
double[] p = nb.Probabilities(sp); // 0.015, 0.985
// Evaluation of all points
int[] actual = nb.Decide(inputs);
Assert.AreEqual(1, c);
Assert.AreEqual(0.015197568389057824, p[0], 1e-10);
Assert.AreEqual(0.98480243161094227, p[1], 1e-10);
Assert.AreEqual(nb.Distributions[0].Components[0].Frequencies[0], 0.46153846153846156);
Assert.AreEqual(nb.Distributions[0].Components[1].Frequencies[0], 0.23076923076923078);
Assert.AreEqual(nb.Distributions[0].Components[2].Frequencies[0], 0.15384615384615385);
Assert.AreEqual(nb.Distributions[0].Components[3].Frequencies[0], 0.38461538461538464);
Assert.AreEqual(nb.Distributions[0].Components[4].Frequencies[0], 0.23076923076923078);
Assert.AreEqual(nb.Distributions[0].Components[5].Frequencies[0], 0.92307692307692313);
Assert.AreEqual(nb.Distributions[0].Components[6].Frequencies[0], 0.92307692307692313);
Assert.AreEqual(nb.Distributions[0].Components[7].Frequencies[0], 0.53846153846153844);
Assert.AreEqual(nb.Distributions[1].Components[0].Frequencies[0], 0.46153846153846156);
Assert.AreEqual(nb.Distributions[1].Components[1].Frequencies[0], 0.23076923076923078);
Assert.AreEqual(nb.Distributions[1].Components[2].Frequencies[0], 0.61538461538461542);
Assert.AreEqual(nb.Distributions[1].Components[3].Frequencies[0], 0.38461538461538464);
Assert.AreEqual(nb.Distributions[1].Components[4].Frequencies[0], 0.92307692307692313);
Assert.AreEqual(nb.Distributions[1].Components[5].Frequencies[0], 0.30769230769230771);
Assert.AreEqual(nb.Distributions[1].Components[6].Frequencies[0], 0.30769230769230771);
Assert.AreEqual(nb.Distributions[1].Components[7].Frequencies[0], 0.076923076923076927);
int[] last = actual.Get(new[] { 11, 12 }.Concatenate(Vector.Range(14, 22)));
int[] others = actual.Get(Vector.Range(0, 10).Concatenate(13));
Assert.IsTrue(1.IsEqual(last));
Assert.IsTrue(0.IsEqual(others));
}
