Inverse Transform

Applies the inverse of a transformation model to the given data

Documentation

Applies the inverse of a transformation model to the given data. Some transform models (e.g. Standard Scaler, Principal Component Analysis (PCA) or Label Encoder) have the possibility to reverse the transformation. Given previously transformed data, the original can be reconstructed by reversing the transformation. The models implementation of the .inverse_transform() method is used.

Definition

Input ports

in-model

Type: model

Description: Input model

input

Type: table

Description: Input table

Output ports

output

Type: table

Description: Output table

Configuration

Output names (names method)

Method used to generate output names

Transpose output (transpose)

Transposes output data, suitable for large number of features (eg. word counts)

Implementation

class node_application.InverseTransform