def standardize(self):
"""
Standardize Kriging samples and create regression matrix.
Returns:
None
"""
Kriging.standardize(self)
def standardize(self):
"""
Standardize Kriging samples and create regression matrix.
Returns:
None
"""
Kriging.standardize(self)
# Calculate PLS coeff
_pls = pls(self.n_princomp)
if self.standardization is True:
coeff_pls = _pls.fit(self.KrigInfo["X_norm"].copy(), self.KrigInfo['y'].copy()).x_rotations_
else:
coeff_pls = _pls.fit(self.KrigInfo["X"].copy(), self.KrigInfo['y'].copy()).x_rotations_
self.KrigInfo["plscoeff"] = coeff_pls