# Data Augmentation

**IRI:** https://folio.openlegalstandard.org/R9L9Wx0aMach3Vcq9rgrt2w

## Labels

**Alternative Labels:**

- Augmented Data Generation
- Data Enhancement
- Dataset Expansion

## Definition

Data Augmentation is a technique used to enhance the size and quality of a training dataset by applying various transformations and alterations to existing data. This process helps in creating diverse training examples, which improves the robustness and performance of machine learning models.

## Sub Class Of

- https://folio.openlegalstandard.org/RBHMad8oNmYXkYHOHZLCgqv

**Deprecated:** False