Report for a single estimator ============================= .. currentmodule:: skore The class :class:`EstimatorReport` provides a report allowing to inspect and evaluate a scikit-learn estimator in an interactive way. The functionalities of the report are accessible through accessors. .. autosummary:: :toctree: ../api/ :template: base.rst EstimatorReport .. rubric:: Methods .. autosummary:: :toctree: ../api/ :template: autosummary/accessor_method.rst EstimatorReport.help .. rubric:: Metrics .. autosummary:: :toctree: ../api/ :template: autosummary/accessor.rst EstimatorReport.metrics Metrics ------- The `metrics` accessor helps you to evaluate the statistical performance of your estimator. .. autosummary:: :toctree: ../api/ :nosignatures: :template: autosummary/accessor_method.rst EstimatorReport.metrics.help EstimatorReport.metrics.report_metrics EstimatorReport.metrics.custom_metric EstimatorReport.metrics.accuracy EstimatorReport.metrics.brier_score EstimatorReport.metrics.log_loss EstimatorReport.metrics.precision EstimatorReport.metrics.precision_recall EstimatorReport.metrics.prediction_error EstimatorReport.metrics.r2 EstimatorReport.metrics.recall EstimatorReport.metrics.rmse EstimatorReport.metrics.roc EstimatorReport.metrics.roc_auc