Metrics

brier_score(survival_train, survival_test, ...)	The time-dependent Brier score for right-censored data.
concordance_index_censored(event_indicator, ...)	Measure the agreement between a predicted risk score and the actual time-to-event.
concordance_index_ipcw(survival_train, ...)	Concordance index for right-censored data based on inverse probability of censoring weights.
cumulative_dynamic_auc(survival_train, ...)	Compute the cumulative/dynamic area under the ROC curve (AUC) for right-censored data.
integrated_brier_score(survival_train, ...)	Compute the integrated Brier score (IBS).
as_concordance_index_ipcw_scorer(estimator)	Wrap an estimator to use concordance_index_ipcw() as score function.
as_cumulative_dynamic_auc_scorer(estimator, ...)	Wrap an estimator to use cumulative_dynamic_auc() as score function.
as_integrated_brier_score_scorer(estimator, ...)	Wrap an estimator to use the negative of integrated_brier_score() as score function.