AIMA.Core.Learning.Neural.Perceptron.testOnDataSet C# (CSharp) Method

        public int[] testOnDataSet(NNDataSet nnds)
        {
            int[] result = new int[] { 0, 0 };
            nnds.refreshDataset();
            while (nnds.hasMoreExamples())
            {
                NNExample nne = nnds.getExampleAtRandom();
                Vector prediction = predict(nne);
                if (nne.isCorrect(prediction))
                {
                    result[0] = result[0] + 1;
                }
                else
                {
                    result[1] = result[1] + 1;
                }
            }
            return result;
        }
    }

        public void testPerceptron()
        {
            DataSet irisDataSet = DataSetFactory.getIrisDataSet();
            Numerizer numerizer = new IrisDataSetNumerizer();
            NNDataSet innds = new IrisNNDataSet();

            innds.createExamplesFromDataSet(irisDataSet, numerizer);

            Perceptron perc = new Perceptron(3, 4);

            perc.trainOn(innds, 10);

            innds.refreshDataset();
            perc.testOnDataSet(innds);
        }