public void ReduceData(int num_TrainingPerClass)
{
for (int epoch = 0; epoch < num_Epochs; epoch++)
{
for (int i = 0; i < num_Classes; i++)
{
for (int j = 1; j <= num_TrainingPerClass; j++)
{
String pattern = "img/" + classes[i] + "/Training/" + j + ".txt";
string[] lines = System.IO.File.ReadAllLines(pattern);
double[] input = HelperFunctions.ToDoubleArray(lines);
HelperFunctions.Normalize(ref input);
PCA.ReduceData(input);
}
}
}
}
