MaxAbs Scaler Transform

Rescale each feature individually to range [-1, 1] by dividing through the largest maximum absolute value in each feature.

Type

ml-predict

Class

fire.nodes.ml.NodeMaxAbsScalerTransform

Fields

Details

MaxAbs Scaler Transform Node Details

The MaxAbs Scaler Transform Node is used to apply the MaxAbs scaler transformation on a given dataset. It takes in a fit MaxAbs scaler model as input, which has been trained on a dataset, and applies the same scaling on the input dataset. It is used for transforming new data after a model has been fit.

It takes in no input parameters as it requires a fit MaxAbs scaler model as input to perform the transformation.