Data Scaler

MaxAbsScaler/MinMaxScaler /RobustScaler/StandardScaler

Common

Input Data

	Inputs
*Target Data	Data input
*Output Name	Name of the scaled data
*Scaler	Name of the user-defined scaler module
*x (numeric)	Columns (variables) to be scaled by the scaler Columns should be correctly formatted for the user-defined scaler method. One or more columns should be selected.

[Task information of MaxAbsScaler]

Workflow Example

Python Package

MaxAbsScaler: https://scikitlearn.org/stable/modules/generated/sklearn.preprocessing.MaxAbsScaler.html

MinMaxScaler: https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MinMaxScaler.html

RobustScaler: https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.MinMaxScaler.html

StandardScaler: https://scikit-learn.org/stable/modules/generated/sklearn.preprocessing.StandardScaler.html