Machine Learning Projects
I am interested in writing useful software for machine learning. Some of them are shown below. You can visit the google group of my software to see what happened recently, HERE.
For each project below, the time indicating the starting date of the project and last-modified date is presented as a reference how updated the software is.
Sep, 2009 » Apr, 2011
LIBSVM with instance weight : An SVM variant that accepts instance weight so that it can be used by meta algorithms that take weight as input (e.g. Adaboost).
The implementation supports all LIBSVM solvers.
The codes are in C/C++. octave/matlab and python interfaces are provided.
Jul, 2008 » Sep, 2008
LIBSVM TOY in 3D : A visualization tool to train data and show SVM hyperplanes in 3D.
Last modified: July,10 2011 10:07:12 (UTC+8)
Meta Learning Tools
Jan, 2011 » Mar, 2011
Hi-Ensemble : Simple ensemble learning interface in MATLAB : A tool that can general adopt different learners (e.g. tree bagging, SVM, etc) with different data representation and do ensemble by classifying function value via logistic regression.
Comparison with the ensemble methods and original methods were studied via the software.