Use plotly to produce a ROC plot.

Source: R/ROC.R

Use plotly to produce a ROC plot.

plotlyROC(
  d,
  predCol,
  outcomeCol,
  outcomeTarget,
  title,
  ...,
  estimate_sig = FALSE
)

Arguments

d

dataframe
predCol

name of column with numeric predictions
outcomeCol

name of column with truth
outcomeTarget

value considered true
title

character title for plot
...

no unnamed argument, added to force named binding of later arguments.
estimate_sig

logical, if TRUE estimate and display significance of difference from AUC 0.5.

Value

plotly plot

Details

Note: any arrange_ warning is a version incompatibility between plotly and dplyr.

See also

ROCPlot

Examples


if(FALSE && requireNamespace("plotly", quietly = TRUE)) {
   set.seed(34903490)
   x = rnorm(50)
   y = 0.5*x^2 + 2*x + rnorm(length(x))
   frm = data.frame(x=x,yC=y>=as.numeric(quantile(y,probs=0.8)))
   plotlyROC(frm, 'x', 'yC', TRUE, 'example plot', estimate_sig = TRUE)
}