apocock has posted 2 projects.


Logo MIToolbox 1.03

by apocock - February 13, 2012, 19:45:07 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 10090 views, 1959 downloads, 1 subscription

About: A mutual information library for C and Mex bindings for MATLAB. Aimed at feature selection, and provides simple methods to calculate mutual information, conditional mutual information, entropy, conditional entropy, and Renyi entropy/mutual information. Works with discrete distributions, and expects column vectors of features.

Changes:

Updated documentation & link to JMLR publication.


Logo FEAST 1.00

by apocock - February 13, 2012, 19:00:29 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 11407 views, 2779 downloads, 1 subscription

Rating Whole StarWhole StarWhole StarWhole StarWhole Star
(based on 1 vote)

About: FEAST provides implementations of common mutual information based filter feature selection algorithms (mim, mifs, mrmr, cmim, icap, jmi, disr, fcbf, etc), and an implementation of RELIEF.

Changes:

Initial Announcement on mloss.org.