Helper function to scale the data for model prep

This function scales the data using min-max scaling and also calculates the inferred x-range for the model. It returns a list containing the scaled data, the inferred x-range, and the min-max values used for scaling.

Usage

hlpr_scale_data(data, x, y, scale_method)

Arguments

data

The input data frame containing the x and y variables to be scaled.

Value

A list containing the scaled data, the inferred x-range, and the min-max values used for scaling.