Accord.Tests.Statistics.Models.Markov.ForwardBackwardAlgorithmTest.CreateModel3 C# (CSharp) Méthode

        public static HiddenMarkovModel CreateModel3()
        {
            // Tested against R's HMM package
            // http://cran.r-project.org/web/packages/HMM/HMM.pdf

            // hmm = initHMM(c("A","B"), c("L","R"), 
            //          startProbs   = c(.9,.1), 
            //          transProbs   = matrix(c(.8,.3,.2,.7),2),
            //          emissionProbs= matrix(c(.75,.11,.25,.88),2))

            //                    A    B
            double[] initial = { 0.9, 0.1 };

            double[,] transitions = 
            {
                //      to:  A    B
                // from:
                /*  A  */ { 0.8, 0.2 },
                /*  B  */ { 0.3, 0.7 },
            };

            double[,] emissions =
            {
                //           L    R
                /*  A  */ { 0.75, 0.25 },
                /*  B  */ { 0.12, 0.88 },
            };

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