voiage.analysis.RegressionModelProtocol

Minimal regression model contract used by EVPPI helpers.

Methods

fit

fit([positional or keyword] self: None = None, [positional or keyword] x: np.ndarray = None, [positional or keyword] y: np.ndarray = None) -> object

Fit the model.

Parameters:

• self
• x np.ndarray
• y np.ndarray

Returns: object

predict

predict([positional or keyword] self: None = None, [positional or keyword] x: np.ndarray = None) -> np.ndarray

Predict outputs for the given design matrix.

Parameters:

• self
• x np.ndarray

Returns: np.ndarray