Ejemplos de Encog.Neural.Networks.Training.Lma LevenbergMarquardtTraining.Iteration en C# (CSharp)

Iteration() public method

Perform one iteration.

public Iteration ( ) : void
return	void

Ejemplo n.º 1

Archivo: markettrain.cs Proyecto: firestrand/encog-dotnet-core

        public void Train(BasicNetwork network, IMLDataSet training)
        {
            IMLTrain trainMain = new LevenbergMarquardtTraining(network, training);
            // train the neural network

            var stop = new StopTrainingStrategy();

            ICalculateScore score = new TrainingSetScore(trainMain.Training);
            IMLTrain trainAlt = new NeuralSimulatedAnnealing(network, score, 10, 2, 100);
            trainMain.AddStrategy(new HybridStrategy(trainAlt));
            trainMain.AddStrategy(stop);

            int epoch = 0;
            while (!stop.ShouldStop() && trainMain.IterationNumber < 1500)
            {
                trainMain.Iteration();
                Console.WriteLine("Training " +  ", Epoch #" + epoch + " Error:" + trainMain.Error);
                epoch++;
            }
        }