|  | ## Singular Value Decomposition

#### Synopsis

Performs a dimensionality reduction based on Singular Value Decomposition (SVD).

#### Description

A dimensionality reduction method based on Singular Value Decomposition. TODO: see super class

#### Input

- example set input: expects: ExampleSet

#### Output

- example set output:
- original:
- preprocessing model:

#### Parameters

- return preprocessing model: Indicates if the preprocessing model should also be returned
- dimensions: the number of dimensions in the result representation

#### ExampleProcess