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Run Multiple Prognostic Models

Source: R/prognosis.R
models_pro.Rd

High-level API to train and evaluate multiple survival models in batch.

Usage

models_pro(
  data,
  model = "all_pro",
  tune = FALSE,
  seed = 123,
  time_unit = "day",
  years_to_evaluate = c(1, 3, 5)
)

Arguments

data

Input data frame.

model

Character vector of model names or "all_pro".

tune

Logical. Enable hyperparameter tuning?

seed

Random seed.

time_unit

Time unit of input.

years_to_evaluate

Years for AUC calculation.

Value

A list of model results.