Function reference

Performance Data

Functions for creating performance data.

prepare_performance_data	Prepare performance data for binary classification models.
prepare_performance_data_times	Prepare performance data for models with time-to-event outcomes.

Discrimination

Functions for Discrimination.

create_roc_curve	Creates a Receiver Operating Characteristic (ROC) curve.
create_precision_recall_curve	Creates a Precision-Recall curve.
create_gains_curve	Creates a Gains curve.
create_lift_curve	Creates a Lift curve.
plot_roc_curve	Plots an ROC curve from pre-computed performance data.
plot_precision_recall_curve	Plots a Precision-Recall curve from pre-computed performance data.
plot_gains_curve	Plots a Gains curve from pre-computed performance data.
plot_lift_curve	Plots a Lift curve from pre-computed performance data.

Utility

Functions for Utility.

create_decision_curve	Creates a Decision Curve.
plot_decision_curve	Plots a Decision Curve from pre-computed performance data.