public void SetupNetwork(NeuralNetworkType type)
{
NetworkType = type;
if (type == NeuralNetworkType.BackPropagating)
{
_classifier.CreateFixedSizeNetwork(InputSize * 8, InputSize * 4, ModeCount, 2); // 1 hidden layer + 1 output layer
}
else if (type == NeuralNetworkType.CascadeCorrelation)
{
_classifier.CreateCascadeNetwork(InputSize * 8, ModeCount);
}
_ready = true;
}