NodeDenormalizer (PMML)

Manipulator

This node denormalizes the input data according to the normalization parameters as given in the PMML model input (typically coming from the Normalizer node). The affine transformation is therefore inverted and the original values recreated.

This node is typically used after test data is normalized and possible other learning/predictions be transformed back to the original range.

Input ports

  1. Model Type: PMML
    PMML document containing normalization parameters
  2. Normalized data Type: Data
    Table requiring denormalization of some or all columns.

Output ports

  1. Model Type: PMML
    Pass-through of the incoming PMML document
  2. Denormalized output Type: Data
    The input data scaled back to the original range.