public void TestClassifyPNN()
{
PNNOutputMode mode = PNNOutputMode.Classification;
BasicPNN network = new BasicPNN(PNNKernelType.Gaussian, mode, 2, 2);
IMLDataSet trainingData = new BasicMLDataSet(XOR.XORInput, XOR.XORIdeal);
TrainBasicPNN train = new TrainBasicPNN(network, trainingData);
train.Iteration();
XOR.VerifyXOR(network, 0.01);
}
public BasicPNN create()
{
PNNOutputMode mode = PNNOutputMode.Regression;
BasicPNN network = new BasicPNN(PNNKernelType.Gaussian, mode, 2, 1);
BasicMLDataSet trainingSet = new BasicMLDataSet(XOR.XORInput,
XOR.XORIdeal);
TrainBasicPNN train = new TrainBasicPNN(network, trainingSet);
train.Iteration();
XOR.VerifyXOR(network, 0.001);
return network;
}