% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/plot_metric_scores.R
\name{plot.metric_scores}
\alias{plot.metric_scores}
\title{Plot metric scores}
\usage{
\method{plot}{metric_scores}(x, ...)
}
\arguments{
\item{x}{\code{metric_scores} object}

\item{...}{other plot parameters}
}
\value{
\code{ggplot2} object
}
\description{
Plot metric scores
}
\examples{
data("german")

y_numeric <- as.numeric(german$Risk) - 1

lm_model <- glm(Risk ~ .,
  data = german,
  family = binomial(link = "logit")
)


explainer_lm <- DALEX::explain(lm_model, data = german[, -1], y = y_numeric)

fobject <- fairness_check(explainer_lm,
  protected = german$Sex,
  privileged = "male"
)

ms <- metric_scores(fobject, fairness_metrics = c("ACC", "TPR", "PPV", "FPR", "STP"))
plot(ms)
\donttest{

rf_model <- ranger::ranger(Risk ~ .,
  data = german,
  probability = TRUE,
  num.trees = 200
)

explainer_rf <- DALEX::explain(rf_model, data = german[, -1], y = y_numeric)

fobject <- fairness_check(explainer_rf, fobject)

ms <- metric_scores(fobject, fairness_metrics = c("ACC", "TPR", "PPV", "FPR", "STP"))
plot(ms)
}

}
