Extract additional information from the model

Source: R/model_info.R

This generic function let user extract base information about model. The function returns a named list of class model_info that contain information about package of model, version and task type. For wrappers like mlr or parsnip both, package and wrapper information are stored

surv_model_info(model, ...)

# S3 method for coxph
surv_model_info(model, ...)

# S3 method for rfsrc
surv_model_info(model, ...)

# S3 method for ranger
surv_model_info(model, ...)

# S3 method for model_fit
surv_model_info(model, ...)

# S3 method for cph
surv_model_info(model, ...)

# S3 method for LearnerSurv
surv_model_info(model, ...)

# S3 method for sksurv
surv_model_info(model, ...)

# S3 method for flexsurvreg
surv_model_info(model, ...)

# S3 method for default
surv_model_info(model, ...)

Arguments

model

  • model object

...

  • other arguments

Value

A named list of class model_info

Details

Currently supported packages are:

  • class coxph - Cox proportional hazards regression model created with survival package

  • class model_fit - models created with parsnip package

  • class ranger - random survival forest models created with ranger package

  • class rfsrc - random forest models created with randomForestSRC package

Examples

library(survival)
library(survex)
cph <- survival::coxph(survival::Surv(time, status) ~ .,
    data = veteran,
    model = TRUE, x = TRUE, y = TRUE
)
surv_model_info(cph)
#> Package: survival 
#> Package version: 3.7.0 
#> Task type: survival

# \donttest{
library(ranger)
rsf_ranger <- ranger::ranger(survival::Surv(time, status) ~ .,
    data = veteran,
    num.trees = 50, mtry = 3, max.depth = 5
)
surv_model_info(rsf_ranger)
#> Package: ranger 
#> Package version: 0.16.0 
#> Task type: survival
# }