fairmodels (version 1.1.0)

print.fairness_regression_object: Print Fairness Regression Object

Description

Print Fairness Regression Object

Usage

# S3 method for fairness_regression_object
print(x, ..., colorize = TRUE)

Arguments

x

fairness_regression_object object

...

other parameters

colorize

logical, whether information about metrics should be in color or not

Examples

# NOT RUN {
set.seed(123)
data <- data.frame(x = c(rnorm(500, 500, 100), rnorm(500, 400, 200)),
                   pop = c(rep('A', 500 ), rep('B', 500 )))

data$y <- rnorm(length(data$x), 1.5 * data$x, 100)

# create model
model <- lm(y~., data = data)

# create explainer
exp <- DALEX::explain(model, data = data, y = data$y)

# create fobject
fobject <- fairness_check_regression(exp, protected = data$pop, privileged = 'A')

# results

fobject

# }
# NOT RUN {
model_ranger <- ranger::ranger(y~., data = data, seed = 123)
exp2 <- DALEX::explain(model_ranger, data = data, y = data$y)

fobject <- fairness_check_regression(exp2, fobject)

# results
fobject

# }
# NOT RUN {

# }