brightwind.analyse.correlation.MultipleLinearRegression

class brightwind.analyse.correlation.MultipleLinearRegression(ref_spd: List, target_spd, averaging_prd='1H', coverage_threshold=0.9, preprocess=True)

__init__(ref_spd: List, target_spd, averaging_prd='1H', coverage_threshold=0.9, preprocess=True)

Initialize self. See help(type(self)) for accurate signature.

Methods

__init__(ref_spd, target_spd[, …])	Initialize self.
get_error_metrics()
get_r2()	Returns the r2 score of the model
plot()	For plotting
run([show_params])
show_params()	Show the dictionary of parameters
synthesize([ext_input])