![CI](https://github.com/Doctorado-ML/mufs/workflows/CI/badge.svg) [![Codacy Badge](https://app.codacy.com/project/badge/Grade/66ad727eb13e4c7a8816db1e44d994a7)](https://www.codacy.com/gh/Doctorado-ML/mufs/dashboard?utm_source=github.com&utm_medium=referral&utm_content=Doctorado-ML/mufs&utm_campaign=Badge_Grade) [![Language grade: Python](https://img.shields.io/lgtm/grade/python/g/Doctorado-ML/mufs.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/Doctorado-ML/mufs/context:python) [![PyPI version](https://badge.fury.io/py/MUFS.svg)](https://badge.fury.io/py/MUFS) [![Technical Debt](https://haystack.rmontanana.es:25000/api/project_badges/measure?project=mufs&metric=sqale_index&token=1119a3bfd4025d50ef3009a44c600c16670ee31a)](https://haystack.rmontanana.es:25000/dashboard?id=mufs) [![Quality Gate Status](https://haystack.rmontanana.es:25000/api/project_badges/measure?project=mufs&metric=alert_status&token=1119a3bfd4025d50ef3009a44c600c16670ee31a)](https://haystack.rmontanana.es:25000/dashboard?id=mufs) ![https://img.shields.io/badge/python-3.8%2B-blue](https://img.shields.io/badge/python-3.8%2B-brightgreen) # MUFS ## Multi Feature Selection ### Fast Correlation-Based Filter Feature Selection for High-Dimensional Data : A Fast Correlation-Based Filter Solution. / Yu, Lei; Liu, Huan. Proceedings, Twentieth International Conference on Machine Learning. ed. / T. Fawcett; N. Mishra. 2003. p. 856-863 (Proceedings, Twentieth International Conference on Machine Learning; Vol. 2). ### Correlation-based Feature Selection Hall, M. A. (1999), 'Correlation-based Feature Selection for Machine Learning'. ### IWSS Based on: P. Bermejo, J. A. Gamez and J. M. Puerta, "Incremental Wrapper-based subset Selection with replacement: An advantageous alternative to sequential forward selection," 2009 IEEE Symposium on Computational Intelligence and Data Mining, 2009, pp. 367-374, doi: 10.1109/CIDM.2009.4938673.