ActiveLearningClassifier

Base class for active learning classifiers.

Parameters

• classifier

  Type → base.Classifier

  The classifier to wrap.

• seed

  Type → int | None

  Default → None

  Random number generator seed for reproducibility.

Methods

learn_one

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

Parameters

• x
• y
• kwargs

Returns

self

predict_one

Predict the label of x and indicate whether a label is needed.

Parameters

• x
• kwargs

Returns

The predicted label.

predict_proba_one

Predict the probability of each label for x and indicate whether a label is needed.

Parameters

• x
• kwargs

Returns

A dictionary that associates a probability which each label.