This package is a set of Matlab scripts that implements the SimpleMKL algorithm. The related papers are the ICML 2007 paper and the paper entitled SimpleMKL
This code is provided for a sake of result reproducibility. Most of the scripts are documented with a online matlab help and some demo scripts are provided.
The demo scripts are
-
exmklclass.m
-
exmklreg.m
-
exmklmulticlass.m
-
exmkllsdisk
Within these demo scripts, one can just replace the 3-dimensional Gram Matrix given as examples with some ad-hoc matrices and get nice results! :)
A more detailed documentation will (hopefully) be available as soon as possible.
- MKL binary classification SVM
- MKL SVM regression
- One-against-all and One-against-One MKL SVM
- Large-scale binary classification MKL SVM
- Less-memory demanding kernel implementations
This is the Matlab version 1.0 from @arakoto