Metadata-Version: 1.1
Name: ReliefF
Version: 0.1.2
Summary: ReliefF feature selection algorithms
Home-page: https://github.com/rhiever/ReliefF
Author: Randal S. Olson
Author-email: rso@randalolson.com
License: License :: OSI Approved :: MIT License
Description: 
        This package contains implementations of the ReliefF family of feature selection algorithms: https://en.wikipedia.org/wiki/Relief_(feature_selection)
        
        These algorithms excel at identifying features that are predictive of the outcome in supervised learning problems, and are especially good at identifying feature interactions that are normally overlooked by standard feature selection algorithms.
        
        The main benefit of ReliefF algorithms is that they identify feature interactions without having to exhaustively check every pairwise interaction, thus taking significantly less time than exhaustive pairwise search.
        
        ReliefF algorithms are commonly applied to genetic analyses, where epistasis (i.e., feature interactions) is common. However, the algorithms implemented in this package can be applied to any supervised classification data set.
        
        Contact
        =============
        If you have any questions or comments about ReliefF, please feel free to contact me via:
        
        E-mail: rso@randalolson.com
        
        or Twitter: https://twitter.com/randal_olson
        
        This project is hosted at https://github.com/rhiever/ReliefF
        
Keywords: feature selection,feature preprocessing,machine learning,data science,supervised classification,feature importance,epistasis,genetic analysis
Platform: UNKNOWN
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Information Technology
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: GNU General Public License v3 (GPLv3)
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Utilities
