print_performance_ordinal: AutoScore function for ordinal outcomes: Print predictive...

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

AutoScore function for ordinal outcomes: Print predictive performance

Description

Print mean area under the curve (mAUC) and generalised c-index (if requested)

Usage

print_performance_ordinal(label, score, n_boot = 100, report_cindex = FALSE)

Arguments

label	outcome variable
score	predicted score
n_boot	Number of bootstrap cycles to compute 95% CI for performance metrics.
report_cindex	Whether to report generalized c-index for model evaluation (Default:FALSE for faster evaluation).

Value

No return value and the ROC performance will be printed out directly.

See Also

AutoScore_testing_Ordinal

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