Visualization Displays

A set of displays are available through the different reports. Find in this section the API of each display.

Data

TableReportDisplay(summary)

Summarize and plot dataset columns.

Metrics

MetricsSummaryDisplay(rows, report_type)	Summarize evaluation metrics in a table.
ConfusionMatrixDisplay(*, ...)	Display the confusion matrix.
RocCurveDisplay(*, roc_curve, roc_auc, ...)	Plot the ROC curve.
PrecisionRecallCurveDisplay(*, ...)	Plot the precision-recall curve.
PredictionErrorDisplay(*, prediction_error, ...)	Plot the prediction error of a regression model.

Inspection

CoefficientsDisplay(*, coefficients, report_type)	Display linear model coefficients.
ImpurityDecreaseDisplay(*, importances, ...)	Display mean decrease in impurity importances.
PermutationImportanceDisplay(*, importances, ...)	Display permutation feature importances.

General API

Display(*args, **kwargs)

Protocol specifying the common API for all skore displays.