https://github.com/cran/cutpointr
Raw File
Tip revision: 030e7096a6bb7c391a35b49ac6eea87ad3b6027a authored by Christian Thiele on 17 September 2019, 20:30:02 UTC
version 1.0.0
Tip revision: 030e709
plot_roc.Rd
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/plot_roc.R
\name{plot_roc}
\alias{plot_roc}
\alias{plot_roc.cutpointr}
\alias{plot_roc.roc_cutpointr}
\title{Plot ROC curve from a cutpointr or roc_cutpointr object}
\usage{
plot_roc(x, ...)

\method{plot_roc}{cutpointr}(x, display_cutpoint = TRUE, type = "line",
  ...)

\method{plot_roc}{roc_cutpointr}(x, type = "line", ...)
}
\arguments{
\item{x}{A cutpointr or roc_cutpointr object.}

\item{...}{Additional arguments (unused).}

\item{display_cutpoint}{(logical) Whether or not to display the optimal
cutpoint as a dot on the ROC curve for cutpointr objects.}

\item{type}{"line" for line plot (default) or "step" for step plot.}
}
\description{
Given a \code{cutpointr} object this function plots the ROC curve(s)
per subgroup, if given. Also plots a ROC curve from the output of \code{roc()}.
}
\examples{
opt_cut <- cutpointr(suicide, dsi, suicide)
plot_roc(opt_cut, display_cutpoint = FALSE)

opt_cut_2groups <- cutpointr(suicide, dsi, suicide, gender)
plot_roc(opt_cut_2groups, display_cutpoint = TRUE)

roc_curve <- roc(suicide, x = dsi, class = suicide, pos_class = "yes",
  neg_class = "no", direction = ">=")
plot(roc_curve)
auc(roc_curve)
}
\seealso{
Other cutpointr plotting functions: \code{\link{plot.cutpointr}},
  \code{\link{plot_cut_boot}},
  \code{\link{plot_cutpointr}},
  \code{\link{plot_metric_boot}},
  \code{\link{plot_metric}},
  \code{\link{plot_precision_recall}},
  \code{\link{plot_sensitivity_specificity}},
  \code{\link{plot_x}}
}
\concept{cutpointr plotting functions}
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