Matlab implementation of hybrid classifier. The "hybrid” classifier is a linear classifier. It replaces the negative samples by a prior, and then finds a hyperplane which separates the positive samples from this prior.
This repository includes the implementation, with a short demo.
- CVX v2.1 - http://cvxr.com/cvx/
License and Citation
This code is released under the BSD 2-Clause license.
Please cite us in your publications if it helps your research:
M. Osadchy, D. Keren, and D. Raviv, "Recognition Using Hybrid Classifiers", IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 38(4), 2016, pp. 759-772.