MultiLabelClassifier

Multi-label classifier.

Methods

learn_one

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

Parameters

• x (dict)
• y (Dict[Hashable, bool])

Returns

MultiLabelClassifier: self

predict_one

Predict the labels of a set of features x.

Parameters

• x (dict)
• kwargs

Returns

typing.Dict[typing.Hashable, bool]: The predicted labels.

predict_proba_one

Predict the probability of each label appearing given dictionary of features x.

Parameters

• x (dict)
• kwargs

Returns

typing.Dict[typing.Hashable, typing.Dict[bool, float]]: A dictionary that associates a probability which each label.