Plot calibration curves by group

Assesses whether predicted probabilities match observed event rates within each protected group.

Usage

plot_calibration(data, n_bins = 10L)

Arguments

data

A fairness_data object.

n_bins

Number of calibration bins. Default 10.

Value

A ggplot object.

Examples

# \donttest{
data(compas_sim)
fd <- fairness_data(compas_sim$risk_score, compas_sim$recidivism,
                    compas_sim$race)
plot_calibration(fd)

# }