Python LeastSquaresRegression.apply Examples

Example #1

File: regression_least_squares_modular.py Project: manantomar/test

def regression_least_squares_modular (fm_train=traindat,fm_test=testdat,label_train=label_traindat,tau=1e-6):

	from modshogun import RegressionLabels, RealFeatures
	from modshogun import GaussianKernel
	from modshogun import LeastSquaresRegression

	ls=LeastSquaresRegression(RealFeatures(traindat), RegressionLabels(label_train))
	ls.train()
	out = ls.apply(RealFeatures(fm_test)).get_labels()
	return out,ls