skmisc.loess.loess_confidence_intervals

class skmisc.loess.loess_confidence_intervals(pred, alpha)

Pointwise confidence intervals of a loess-predicted object

Parameters:

predloess_prediction

Prediction object

alphafloat

The alpha level for the confidence interval. It must be in the range (0, 1)

fit

ndarray - Predicted values

lower

ndarray - Lower bounds of the confidence intervals

upper

ndarray - Upper bounds of the confidence intervals