auroc_aupr: Function to fetch score of AUROC and AUPR

In Ronlee12355/dfbmd: Documented Functions of Bioinformatics during Master Degree

Description

This function computes the value of AUROC and AUPR at the same time

Usage

auroc_aupr(scores, labels, mode = "both")

Arguments

scores	A numeric dataset of predicted scores, a vector
labels	A numeric, character, logical, or factor dataset of observed labels
mode	A string that specifies the types of evaluation measures that the evalmod function calculates, roc, pr, both. the default is both.

Value

value of computed scores of roc or prc.

See Also

evalmod

Examples

x <- c(0.1, 0.5, 0.6, 0.2)
y <- factor(c('yes','no','yes','no'))
auroc_aupr(scores = x, labels = y)

Ronlee12355/dfbmd documentation built on Sept. 23, 2020, 10:32 a.m.