Accord.Tests.Statistics.GenericSequenceClassifierTest.LearnTest2 C# (CSharp) Method

        public void LearnTest2()
        {
            // Creates a new Hidden Markov Model with 10 states
            var initial = new MultivariateNormalDistribution(3);
            var classifier = new HiddenMarkovClassifier<MultivariateNormalDistribution>(2, new Ergodic(10), initial);

            Assert.AreEqual(3, classifier.Models[0].Dimension);
            Assert.AreEqual(3, classifier.Models[1].Dimension);

            Assert.AreEqual(2, classifier.Models.Length);

            for (int i = 0; i < 2; i++)
            {
                var model = classifier.Models[i];
                Assert.AreEqual(3, model.Dimension);
                Assert.AreEqual(10, model.States);
                Assert.AreEqual(10, model.Emissions.Length);

                for (int j = 0; j < model.Emissions.Length; j++)
                {
                    var distribution = model.Emissions[j];
                    Assert.IsNotNull(distribution);
                    Assert.AreEqual(distribution.Dimension, 3);
                }
            }
        }