var_scale: Variable Scaling

In scorecard: Credit Risk Scorecard

Variable Scaling

Description

scaling variables using standardization or normalization

Usage

var_scale(dt, var_skip = NULL, type = "standard", ...)

Arguments

dt	a data frame or vector
var_skip	Name of variables that will skip for scaling Defaults to NULL.
type	type of scaling method, including standard or minmax.
...	Additional parameters.

Examples

data("germancredit")

# standardization
dts1 = var_scale(germancredit, type = 'standard')

# normalization/minmax
dts2 = var_scale(germancredit, type = 'minmax')
dts2 = var_scale(germancredit, type = 'minmax', new_range = c(-1, 1))

scorecard documentation built on Aug. 8, 2023, 5:07 p.m.