private void loadTest(MultiRegressionSample <double[][, ]> dataset)
{
var trainCount = dataset.Count * TRAIN_PCT / 100;
var testCount = dataset.Count - trainCount;
m_TestingSet = dataset.Subset(trainCount, testCount);
}
public void Run()
{
Init();
//Export();
Load();
var vcnt = m_TrainingSet.Count / 20;
m_ValidationSet = m_TrainingSet.Subset(0, vcnt);
Train();
//Test();
}
private void loadTrain(MultiRegressionSample <double[][, ]> dataset)
{
var trainCount = dataset.Count * TRAIN_PCT / 100;
m_TrainingSet = dataset.Subset(0, trainCount);
}
private void loadTest(MultiRegressionSample <double[][, ]> dataset)
{
m_TestingSet = dataset.Subset(TRAIN_COUNT, TEST_COUNT);
}
private void loadTrain(MultiRegressionSample <double[][, ]> dataset)
{
m_TrainingSet = dataset.Subset(0, TRAIN_COUNT);
}