Accord.Tests.Statistics.Models.Fields.DiscreteHiddenMarkovModelFunctionTest.CreateModel1 C# (CSharp) Method

        public static HiddenMarkovModel CreateModel1()
        {
            double[] initial = { 1.0, 0.0 };

            double[,] transitions = 
            {
                { 1 / 3.0, 2 / 3.0 },
                { 0.00,    1.00 },

            };

            double[,] emissions =
            {
                { 0.25, 0.25, 0.50 },
                { 0.05, 0.05, 0.90 }
            };

            HiddenMarkovModel model = new HiddenMarkovModel(transitions, emissions, initial);
            return model;
        }

        public void ConditionalRandomFieldConstructorTest()
        {
            HiddenMarkovModel hmm = DiscreteHiddenMarkovModelFunctionTest.CreateModel1();

            int states   = 2;
            var function = new MarkovDiscreteFunction(hmm);
            var target   = new ConditionalRandomField <int>(states, function);


            Assert.AreEqual(function, target.Function);
            Assert.AreEqual(2, target.States);
        }