pr_auc_visualizer

Precision-Recall AUC visualizer.

class pysatl_cpd.analysis.visualization.benchmarking.metrics.pr_auc_visualizer.PrAucVisualizer(*, backend=DrawBackend.MATPLOTLIB, label='PR-AUC', color=None, linestyle='-', marker='o', markersize=None)

Bases: IMetricVisualizer

Draw precision-recall curve and PR-AUC value.

Parameters:

• backend (DrawBackend | str)

• label (str)

• color (str | None)

• linestyle (str)

• marker (str)

• markersize (float | None)

__init__(*, backend=DrawBackend.MATPLOTLIB, label='PR-AUC', color=None, linestyle='-', marker='o', markersize=None)

Parameters:

• backend (DrawBackend | str)

• label (str)

• color (str | None)

• linestyle (str)

• marker (str)

• markersize (float | None)

Return type:

None

property requirements: list[str]

recall and precision.

Return type:

list[str]

Type:

Required columns