Ensemble Models#

ComponentwiseGradientBoostingSurvivalAnalysis([...])

Gradient boosting with component-wise least squares as base learner.

GradientBoostingSurvivalAnalysis([loss, ...])

Gradient-boosted Cox proportional hazard loss with regression trees as base learner.

RandomSurvivalForest([n_estimators, ...])

A random survival forest.

ExtraSurvivalTrees([n_estimators, ...])

An extremely random survival forest.