apply_categorical_logic: apply_categorical_logic

In cjodice10/eda: Exploratory Data Analysis - Variable Groupings and Transformations

apply_categorical_logic

Description

Apply categorical grouping logic

Usage

apply_categorical_logic(main_df, logic_df, unique_key_id, logic_type = "woe")

Arguments

main_df	A dataframe that you want to transform. Ensure that it has a unique field which will be represented in the unique_key_id
logic_df	A dataframe which provides the logic to apply to each variable
unique_key_id	A single attribute representing the unique key in the dataframe
logic_type	The logic to use to create either woe and/or grp variables. Options are c('woe','grp')

Value

A dataframe withe the unique_key_id field along with all transformed attributes (woe and/or grp). The original attributes will not be in this data frame. The only original variable that will be in this data frame is the unique_key_id field

cjodice10/eda documentation built on Feb. 7, 2023, 3:26 p.m.