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