C# (CSharp) org.neuroph.core.data.DataSet.createFromFile Examples

Example #1

File: TestMultiClass.cs Project: starhash/Neuroph.NET

        private static DataSet loadDataSet()
        {
            DataSet irisDataSet = DataSet.createFromFile(inputFileName, 4, 3, ",", false);

            irisDataSet.shuffle();
            return(irisDataSet);
        }

Example #2

        public static void Main(string[] args)
        {
            string inputFileName = "/iris_data.txt";

            DataSet         irisDataSet  = DataSet.createFromFile(inputFileName, 4, 3, ",", false);
            BackPropagation learningRule = createLearningRule();

            NeuralNetwork neuralNet = (new MultilayerPerceptronOptimazer <>()).withLearningRule(learningRule).createOptimalModel(irisDataSet);

            neuralNet.learn(irisDataSet);
            Evaluation.runFullEvaluation(neuralNet, irisDataSet);
        }