evaluate_model_ord: Internal function: Evaluate model performance on ordinal data

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

Internal function: Evaluate model performance on ordinal data

Description

Internal function: Evaluate model performance on ordinal data

Usage

evaluate_model_ord(label, score, n_boot, report_cindex = TRUE)

Arguments

label	outcome variable
score	predicted score
n_boot	Number of bootstrap cycles to compute 95% CI for performance metrics.
report_cindex	If generalized c-index should be reported alongside mAUC (Default:FALSE).

Value

Returns a list of the mAUC (mauc) and generalized c-index (cindex, if requested for) and their 95

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