Report for a comparison of :class:`EstimatorReport` =================================================== .. currentmodule:: skore The class :class:`ComparisonReport` provides a report allowing to compare :class:`EstimatorReport` instances in an interactive way. The functionalities of the report are accessible through accessors. .. autosummary:: :toctree: ../api/ :template: base.rst ComparisonReport .. autosummary:: :toctree: ../api/ :nosignatures: :template: autosummary/accessor_method.rst ComparisonReport.help .. autosummary:: :toctree: ../api/ :nosignatures: :template: autosummary/accessor.rst ComparisonReport.metrics Metrics ------- The `metrics` accessor helps you to evaluate the statistical performance of the compared estimators. In addition, we provide a sub-accessor `plot`, to get the common performance metric representations. .. autosummary:: :toctree: ../api/ :nosignatures: :template: autosummary/accessor_method.rst ComparisonReport.metrics.help ComparisonReport.metrics.report_metrics ComparisonReport.metrics.custom_metric ComparisonReport.metrics.accuracy ComparisonReport.metrics.brier_score ComparisonReport.metrics.log_loss ComparisonReport.metrics.precision ComparisonReport.metrics.r2 ComparisonReport.metrics.recall ComparisonReport.metrics.rmse ComparisonReport.metrics.roc_auc