feature_selection#

Classes#

FeatureImportanceClassifier

Base class for classifiers that expose feature-importance estimates.

MOAFeatureImportanceClassifier

MOA-backed feature-importance classifier.

Functions#

capymoa.feature_selection.plot_feature_importance(
importances: Sequence[float],
feature_names: Sequence[str] | str | None = None,
*,
top_k: int | None = None,
ax=None,
title: str = 'Feature importances',
)[source]#

Plot feature importances as a bar chart.

capymoa.feature_selection.plot_windowed_feature_importance(
windowed_importances: list[dict],
feature_names: Sequence[str] | str | None = None,
*,
top_k: int | None = None,
ax=None,
title: str = 'Windowed feature importances',
)[source]#

Plot windowed feature importances over time.