Metadata-Version: 2.1
Name: svm-label-ranking
Version: 0.0.2
Summary: SVM Label Ranking problem
Home-page: https://github.com/salmuz/svm-label-ranking
Author: Yonatan-Carlos Carranza-Alarcon
Author-email: salmuz@gmail.com
License: BSD
Download-URL: https://github.com/salmuz/svm-label-ranking/tarball/0.0.2
Keywords: SVM,Label Ranking
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Programming Language :: Python :: 3
Requires-Dist: ttictoc
Requires-Dist: scipy
Requires-Dist: cvxopt
Requires-Dist: numpy
Requires-Dist: sphinx
Requires-Dist: sphinx-rtd-theme
Requires-Dist: nose
Requires-Dist: coverage
Requires-Dist: pypi-publisher

svm-label-ranking
===============================

This implementation is inspired of papers: 

* WestonJ ElisseeffA, ‘Kernel methods for multi-labelled classification and categorical regression problems’, Advances in Neural Information Processing Systems, Cambridge, MA: MITPress, 681, 687, (2002).    
* Shankar Vembu and Thomas Ga ̈rtner, ‘Label ranking algorithms: A sur- vey’, in Preference learning, 45–64, Springer, (2010).

Version number: 0.0.1

Overview
--------

SVM Label Ranking problem 

Installation / Usage
--------------------

To install use pip:

    $ pip install svm-label-ranking


Or clone the repo:

    $ git clone https://github.com/salmuz/svm-label-ranking.git
    $ python setup.py install


Author
------
* Yonatan-Carlos Carranza-Alarcon


Contributing
------------
* Zhou Xingjian (from [repository](https://github.com/Kkkassini/classifip/commit/8b5c54860c523ca229af91fac32657b6e8ebbe68))
* Yating Deng (from [repository](https://github.com/Kkkassini/classifip/commit/8b5c54860c523ca229af91fac32657b6e8ebbe68))

Example
-------

There are many tests example in the tests folder.
* Cross-validation with n-time repetition.
* Simpler inference from a data set (by default IRIS).


