ROC_table | R Documentation |
extract AUC, NRI and IDI information from list of roc in pROC packages
ROC_table(ListModel, dec.auc = 3, dec.p = 3)
ListModel |
list of roc object |
dec.auc |
digits for AUC, Default: 3 |
dec.p |
digits for p value, Default: 3 |
extract AUC, NRI and IDI information from list of roc object in pROC packages.
table of AUC, NRI and IDI information
ci.auc
,roc.test
data.table
, rbindlist
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)
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.