survival_prob_survbagg: A wrapper for survival probabilities with 'survbagg' models

In EmilHvitfeldt/survnip: 'parsnip' Engines for Survival Models

A wrapper for survival probabilities with survbagg models

Description

A wrapper for survival probabilities with survbagg models

Usage

survival_prob_survbagg(object, new_data, eval_time, time = deprecated())

Arguments

object	A parsnip model_fit object resulting from bag_tree() with engine = "rpart".
new_data	Data for prediction.
eval_time	A vector of prediction times.
time	Deprecated in favor of eval_time. A vector of prediction times.

Value

A vctrs list of tibbles.

Examples

bagged_tree <- bag_tree() %>%
  set_engine("rpart") %>%
  set_mode("censored regression") %>%
  fit(Surv(time, status) ~ age + ph.ecog, data = lung)
survival_prob_survbagg(bagged_tree, lung[1:3, ], eval_time = 100)

EmilHvitfeldt/survnip documentation built on April 23, 2024, 3:07 p.m.