Classifier

class capymoa.base.Classifier

Bases: ABC

Abstract base class for machine learning classifiers.

Attributes: - schema: The schema representing the instances. Defaults to None. - random_seed: The random seed for reproducibility. Defaults to 1.

__init__(schema: Schema, random_seed=1)

abstract train(instance: LabeledInstance)

abstract predict(instance: Instance) → int | None

abstract predict_proba(

instance: Instance,

) → ndarray[Any, dtype[float64]]