DoOneHotEncoding: DoOneHotEncoding

In abmathewks/GoodeR: Exploratory Data Analysis with the Lix R6 Class

DoOneHotEncoding

Description

This function will take specified column names and append them as one hot encoded variables

Usage

DoOneHotEncoding(
  MODEL_DATA,
  COLS_TO_ENCODE,
  DROP_ORIGINAL_COLS = FALSE,
  DROP_UNUSED_LEVELS = FALSE,
  DEBUG = TRUE
)

Arguments

MODEL_DATA	The processed dataset that will be used in the predictive model
COLS_TO_ENCODE	The column names containing character values that need to be encoded
DROP_ORIGINAL_COLS	Remove the original character variable
DROP_UNUSED_LEVELS	Drop any levels that are missing (should be FALSE)
DEBUG	If TRUE, the function will run in debug mode

Value

returns the originak data table with all the new features appended to the dataset

Author(s)

Abraham Mathew

See Also

Other Modeling Functions: RunAllModels(), mae(), rmse()

abmathewks/GoodeR documentation built on June 12, 2025, 1:48 a.m.