Special method for model performance evaluation. Counts number of tp, tn, fp, fn for each subgroup (and therefore potentially distinct cutoff), sums afterwards.
group_model_performance(x, protected, cutoff, performance_metric)
object created with
factor, vector with levels as subgroups
vector of thresholds for each subgroup
name of performance metric
score in performance metric between 0 and 1