PrequentialResults#

class capymoa.evaluation.results.PrequentialResults[source]#

Bases: object

__init__( learner: str = None, stream: Stream = None, wallclock: float = None, cpu_time: float = None, max_instances: int = None, cumulative_evaluator=None, windowed_evaluator=None, ground_truth_y=None, predictions=None, other_metrics=None, )[source]#

learner: str#: The name of the learner

stream: Stream#: The stream used to evaluate the learner

cumulative#: The cumulative evaluator

windowed#: The windowed evaluator

write_to_file(path: str = './', directory_name: str = None)[source]#

wallclock()[source]#

cpu_time()[source]#

max_instances()[source]#

ground_truth_y()[source]#

predictions()[source]#

other_metrics()[source]#

metrics_per_window()[source]#