def _regression( self, i_start, i_end ):
"""
Model of Lasso
"""
X, y = self._AssembleRegressionData_i( i_start, i_end );
lasso = LassoCV( cv = 10 );
lasso.fit_intercept = True;
lasso.fit( X, y );
res = { "reg_result" : lasso,\
# Add reg_coefficients in the future!
# Extract Coefficients from LassoCV doesn't quite work. Need to continue
# Note: this needs to be updated to show coefficients for predict!!!!!!!!
# reg_coefficients = list( lasso.coef_ );
# print reg_coefficients
};
return res;
