conversion_table_ordinal: AutoScore function: Print conversion table for ordinal...

In AutoScore: An Interpretable Machine Learning-Based Automatic Clinical Score Generator

AutoScore function: Print conversion table for ordinal outcomes to map score to risk

Description

AutoScore function: Print conversion table for ordinal outcomes to map score to risk

Usage

conversion_table_ordinal(
  pred_score,
  link = "logit",
  max_score = 100,
  score_breaks = seq(from = 5, to = 70, by = 5),
  ...
)

Arguments

pred_score	A data.frame with outcomes and final scores generated from AutoScore_fine_tuning_Ordinal
link	The link function used to model ordinal outcomes. Default is "logit" for proportional odds model. Other options are "cloglog" (proportional hazards model) and "probit".
max_score	Maximum attainable value of final scores.
score_breaks	A vector of score breaks to group scores. The average predicted risk will be reported for each score interval in the lookup table. Users are advised to first visualise the predicted risk for all attainable scores to determine scores (see plot_predicted_risk)
...	Additional parameters to pass to kable.

Value

No return value and the conversion will be printed out directly.

See Also

AutoScore_testing_Ordinal

AutoScore documentation built on Oct. 16, 2022, 1:06 a.m.