C# (CSharp) Histogram.get_log_likelihood Examples

Example #1

File: distribution_histogram_modular.cs Project: orico/shogun

    internal static ArrayList run(IList para)
    {
        bool reverse = false;
        modshogun.init_shogun_with_defaults();
        int order = (int)((int?)para[0]);
        int gap = (int)((int?)para[1]);

        string[] fm_train_dna = Load.load_dna("../data/fm_train_dna.dat");

        StringCharFeatures charfeat = new StringCharFeatures(fm_train_dna, DNA);
        StringWordFeatures feats = new StringWordFeatures(charfeat.get_alphabet());
        feats.obtain_from_char(charfeat, order-1, order, gap, reverse);

        Histogram histo = new Histogram(feats);
        histo.train();

        histo.get_histogram();

        int num_examples = feats.get_num_vectors();
        int num_param = histo.get_num_model_parameters();

        DoubleMatrix out_likelihood = histo.get_log_likelihood();
        double out_sample = histo.get_log_likelihood_sample();

        ArrayList result = new ArrayList();
        result.Add(histo);
        result.Add(out_sample);
        result.Add(out_likelihood);
        modshogun.exit_shogun();
        return result;
    }