Visualization Displays

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

Data

TableReportDisplay(summary)

Display reporting information about a given dataset.

Metrics

MetricsSummaryDisplay(summarize_data)	Display for summarize.
ConfusionMatrixDisplay(*, confusion_matrix, ...)	Display for confusion matrix.
RocCurveDisplay(*, roc_curve, roc_auc, ...)	ROC Curve visualization.
PrecisionRecallCurveDisplay(*, ...)	Precision Recall visualization.
PredictionErrorDisplay(*, prediction_error, ...)	Visualization of the prediction error of a regression model.

Feature Importance

CoefficientsDisplay(*, coefficients, report_type)

Display to inspect the coefficients of linear models.

General API

Display(*args, **kwargs)

Protocol specifying the common API for all skore displays.