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Check Object of Class `iblm`

Source: R/check_iblm_model.R
check_iblm_model.Rd

Validates an iblm model object has required structure and features

Usage

check_iblm_model(model, booster_models_supported = c("xgb.Booster"))

Arguments

model

Model object to validate, expected class "iblm"

booster_models_supported

Booster model classes currently supported in the iblm package

Value

Invisible TRUE if all checks pass

Examples

df_list <- freMTPLmini |>
  dplyr::mutate(LogExposure = log(Exposure), .keep = "unused") |>
  split_into_train_validate_test(seed = 9000)

iblm_model <- train_iblm_xgb(
  df_list,
  response_var = "ClaimNb",
  offset_var = "LogExposure",
  family = "poisson"
)

check_iblm_model(iblm_model)