pROC_quick_plot | R Documentation |
Quickly plots a model based on my own liking
pROC_quick_plot(
mod,
thres_method = c("youden", "closest.topleft"),
col = "blue",
...,
boots = 0L
)
mod |
An object with class "roc" (a ROC model made with [pROC::roc()]) |
thres_method |
The threshold method to print |
col |
The color of the curve |
... |
Additional arguments passed to [pROC::plot.roc()] |
boots |
Number of bootstrap replications to perform; if < 2L will not perform any |
When adding bootstrapped confidence intervals, the core function of 'pROC:::ci.sp.roc()' is replaced with a quicker version that uses parallel processing to speed up the bootstraps and some other data manipulation. There will likely be a delay when running with bootstraps.
if (mark::package_available("pROC")) {
x <- pROC::aSAH
mod <- pROC::roc(x$outcome, x$s100b, levels = c("Good", "Poor"))
pROC_quick_plot(mod)
## Not run:
pROC_quick_plot(mod, boots = 100)
## End(Not run)
}
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