autoprognosis.plugins.uncertainty.plugin_conformal_prediction module

class ConformalPredictionPlugin(model: Any, task_type: str = 'classification', random_seed: int = 0)

Bases: UncertaintyPlugin

Uncertainty plugin based on the Conformal Prediction method.

Parameters:

model – model. The model to explain.

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 ConformalPredictionPlugin