Implement the Core Vector Machine algorithm as described at [login to view URL]%7Eivor/publication/[login to view URL] in C++. The top-level API should be equivalent to the libsvm ([login to view URL]%7Ecjlin/libsvm/) API. The algorithm must run at a speed comparable to that described in the PDF. The API must support probabalistic classification (i.e., libsvm's "-b" option). Sample data sets for testing are available at [login to view URL]~ivor/[login to view URL]
## Deliverables
1) Complete and fully-functional working program(s) in executable form as well as complete source code of all work done.
2) Deliverables must be in ready-to-run condition, as follows (depending on the nature of the deliverables):
a) For web sites or other server-side deliverables intended to only ever exist in one place in the Buyer's environment--Deliverables must be installed by the Seller in ready-to-run condition in the Buyer's environment.
b) For all others including desktop software or software the buyer intends to distribute: A software installation package that will install the software in ready-to-run condition on the platform(s) specified in this bid request.
3) All deliverables will be considered "work made for hire" under U.S. Copyright law. Buyer will receive exclusive and complete copyrights to all work purchased. (No GPL, GNU, 3rd party components, etc. unless all copyright ramifications are explained AND AGREED TO by the buyer on the site per the coder's Seller Legal Agreement).
## Platform
Must compile and run under Linux (both 32-bit and 64-bit) using g++.