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ModelSelectionClassifier

A model selector for classification.

Parameters

Attributes

  • best_model

    The current best model.

  • models

Methods

learn_one

Update the model with a set of features x and a label y.

Parameters

  • x — 'dict'
  • y — 'base.typing.ClfTarget'

predict_one

Predict the label of a set of features x.

Parameters

  • x — 'dict'
  • kwargs

Returns

base.typing.ClfTarget | None: The predicted label.

predict_proba_one

Predict the probability of each label for a dictionary of features x.

Parameters

  • x

Returns

A dictionary that associates a probability which each label.