# Metrics#

 brier_score(survival_train, survival_test, ...) Estimate the time-dependent Brier score for right censored data. concordance_index_censored(event_indicator, ...) Concordance index for right-censored data concordance_index_ipcw(survival_train, ...) Concordance index for right-censored data based on inverse probability of censoring weights. cumulative_dynamic_auc(survival_train, ...) Estimator of cumulative/dynamic AUC for right-censored time-to-event data. integrated_brier_score(survival_train, ...) The Integrated Brier Score (IBS) provides an overall calculation of the model performance at all available times $$t_1 \leq t \leq t_\text{max}$$. as_concordance_index_ipcw_scorer(estimator) Wraps an estimator to use concordance_index_ipcw() as score function. as_cumulative_dynamic_auc_scorer(estimator, ...) Wraps an estimator to use cumulative_dynamic_auc() as score function. as_integrated_brier_score_scorer(estimator, ...) Wraps an estimator to use the negative of integrated_brier_score() as score function.