Accord.Tests.Statistics.GenericHiddenMarkovModelTest2.GenerateTest C# (CSharp) Method

        public void GenerateTest()
        {
            double[,] A;
            double[] pi;

            A = new double[,]
            {  
                { 0.7, 0.3 },
                { 0.4, 0.6 }
            };

            GeneralDiscreteDistribution[] B = 
            {  
                new GeneralDiscreteDistribution(0.1, 0.4, 0.5),
                new GeneralDiscreteDistribution(0.6, 0.3, 0.1)
            };

            pi = new double[]
            {
                0.6, 0.4
            };

            var hmm = new HiddenMarkovModel<GeneralDiscreteDistribution, double>(A, B, pi);


            double logLikelihood;
            int[] path;
            double[] samples = (double[])hmm.Generate(10, out path, out logLikelihood);

            double expected = hmm.Evaluate(samples, path);

            Assert.AreEqual(expected, logLikelihood);
        }