fairmodels (version 1.1.0)

print.all_cutoffs: Print all cutoffs

Description

Print all cutoffs

Usage

# S3 method for all_cutoffs
print(x, ..., label = NULL)

Arguments

x

all_cuttofs object

...

other print parameters

label

character, label of model to plot. Default NULL. If default prints all models.

Examples

# NOT RUN {
data("german")

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

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

rf_model <- ranger::ranger(Risk ~.,
                           data = german,
                           probability = TRUE,
                           num.trees = 200,
                           num.threads = 1)

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

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

ac <- all_cutoffs(fobject,
                  fairness_metrics = c("TPR",
                                       "FPR"))
print(ac)

# }