public static void XOR()
{
BasicMultilayerPerceptron.DataSet.DataSet data = new BasicMultilayerPerceptron.DataSet.DataSet("xortrain.txt", ',', 1, false);
Perceptron.Train(data, 293, 10000, 3, 1, 3, ActivationFunction.Sigmoid(), ErrorFunction.MSE());
Console.ReadKey();
}
public static void MNIST()
{
BasicMultilayerPerceptron.DataSet.DataSet data = new BasicMultilayerPerceptron.DataSet.DataSet("mnist2.txt", ' ', 10, false);
var p = Perceptron.Train(data, 60000, 10, 1, 3, 12, ActivationFunction.Sigmoid(), ErrorFunction.MSE());
double mse = p.CalculateMeanErrorOverDataSet(data);
}
