Plot (restricted) ROC curves for theoretic distributions

Plot (restricted) ROC curves for theoretic distributions

Usage

plot_rROC_theoretical(
  qnorm_positive,
  qnorm_negative,
  length.out_densityplot = 500,
  n_positive = 500,
  n_negative = 500,
  return_all = FALSE,
  ...
)

Arguments

qnorm_positive

Quantile distribution function of positive class

qnorm_negative

Quantile distribution function of negative class

length.out_densityplot

Number of points to draw the density plot per curve

n_positive

Number of positive samples.

n_negative

Number of negative samples.

return_all

If true, also return the rROC result, not only the plots

...

Further arguments to plot_density_rROC_empirical()

Value

If return_all: List of "data" and "rroc" result Else: Only the "plots" from "rroc" result

Examples

plot_rROC_theoretical(
    qnorm_positive = function(x) qnorm(x, mean = 1, sd = 1),
    qnorm_negative = function(x) qnorm(x, mean = 0, sd = 1)
)