An iterative process to eliminate variables by confidence interval or sign term — featsel_brute_force • risk3r

An iterative process to eliminate variables by confidence interval or sign term

Usage

featsel_brute_force(model, level = 0.95, verbose = TRUE)

Arguments

model: model
level: the confidence level used to calculate the confidence interval
verbose: Default set to TRUE.

Examples


data("credit_woe")

m <- glm(bad ~ ., family = binomial, data = credit_woe)

m_featsel <- featsel_brute_force(m)
#> ℹ removing `residence_type_woe`.
#> ℹ removing `personal_net_income_woe`.
#> ℹ removing `months_in_residence_woe`.