Metadata-Version: 2.1
Name: fcbf
Version: 0.1.0
Summary: Categorical feature selection based on information theoretical considerations
Home-page: https://github.com/m-martin-j/fcbf
License: MIT
Author: Martin Trat
Author-email: martin.trat@gmail.com
Requires-Python: >=3.7,<4.0
Classifier: Development Status :: 2 - Pre-Alpha
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Dist: numpy
Requires-Dist: pandas
Requires-Dist: scipy
Project-URL: Repository, https://github.com/m-martin-j/fcbf
Description-Content-Type: text/markdown

Implementation of the fast correlation-based filter (FCBF) proposed by Yu and Liu:

@inproceedings{inproceedings,
author = {Yu, Lei and Liu, Huan},
year = {2003},
month = {01},
pages = {856-863},
title = {Feature Selection for High-Dimensional Data: A Fast Correlation-Based Filter Solution},
volume = {2},
journal = {Proceedings, Twentieth International Conference on Machine Learning}
}

