jsmodule (version 1.5.7)

ROC_table: ROC_table: extract AUC, NRI and IDI information from list of roc object in pROC packages.

Description

extract AUC, NRI and IDI information from list of roc in pROC packages

Usage

ROC_table(ListModel, dec.auc = 3, dec.p = 3)

Value

table of AUC, NRI and IDI information

Arguments

ListModel

list of roc object

dec.auc

digits for AUC, Default: 3

dec.p

digits for p value, Default: 3

Details

extract AUC, NRI and IDI information from list of roc object in pROC packages.

See Also

ci.auc,roc.test data.table, rbindlist

Examples

library(pROC)
m1 <- glm(vs ~ am + gear, data = mtcars, family = binomial)
m2 <- glm(vs ~ am + gear + wt, data = mtcars, family = binomial)
m3 <- glm(vs ~ am + gear + wt + mpg, data = mtcars, family = binomial)
roc1 <- roc(m1$y, predict(m1, type = "response"))
roc2 <- roc(m2$y, predict(m2, type = "response"))
roc3 <- roc(m3$y, predict(m3, type = "response"))
list.roc <- list(roc1, roc2, roc3)
ROC_table(list.roc)