ClassifierPipeline#

class capymoa.stream.preprocessing.ClassifierPipeline[source]#

Bases: BasePipeline, Classifier

__init__( transformers: List[Transformer] | None = None, learner: Classifier | None = None, )[source]#

train(instance: LabeledInstance)[source]#

predict(instance: Instance) → int | None[source]#

predict_proba( instance: Instance, ) → ndarray[Any, dtype[float64]][source]#

set_learner( learner: Classifier | Regressor, )[source]#

add_transformer( new_element: Transformer, )[source]#

transform( instance: Instance, ) → Instance[source]#