# Universal Feature Selection Tool (UniFeat): An Open-Source Tool for Dimensionality Reduction

arXiv: https://arxiv.org/abs/2211.16846 · HTML: https://mlsanity.com/paper/2211.16846/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 1 of its 26 references that are in the map.
- First posted on arXiv 30 Nov 2022.

## Builds on (most cited first, 1 of 1)

- [LOFS: Library of Online Streaming Feature Selection](https://mlsanity.com/paper/1603.00531/) (2016)

## Abstract (arXiv)

The Universal Feature Selection Tool (UniFeat) is an open-source tool developed entirely in Java for performing feature selection processes in various research areas. It provides a set of well-known and advanced feature selection methods within its significant auxiliary tools. This allows users to compare the performance of feature selection methods. Moreover, due to the open-source nature of UniFeat, researchers can use and modify it in their research, which facilitates the rapid development of new feature selection algorithms.