autoprognosis.plugins.uncertainty.plugin_jackknife module

class JackknifePlugin(estimator: Any, n_folds: int = 3, random_seed: int = 0)

Bases: UncertaintyPlugin

Uncertainty plugin based on the JackKnife-CV method.

Parameters:

• estimator – model. The model to explain.

• n_folds – int. Number of folds.

• random_seed – int. Random seed.

fit(*args: Any, **kwargs: Any) → UncertaintyPlugin

static name() → str

predict(*args: Any, **kwargs: Any) → DataFrame

predict_proba(*args: Any, **kwargs: Any) → DataFrame

static type() → str

plugin

alias of JackknifePlugin