INTRO

This web site contains all the work done during my Master Science Thesis.
I studied the theory behind support vectors and online support vectors, I developed the code necessary for its use and then applied it in a real application.
Due to bad availability of Online Support Vector Regression code on the Internet, I decided to publish it.

Online Support Vector Regression is a technique used to build Support Vector Machines for Regression with the possibility to add or remove samples without training the machine from the beginning. It is also called "Incremental Support Vector Regression ".

If you wish to learn more, visit the theory section.
You can download and try out the OnlineSVR from yourself, visiting the download section.
After you have understood the algorithm by trying it, you can complete your knowledge visiting the web sites available on the links section.
Lastly, If you want to ask me questions or leave comments, visit the info section.

 

Good Work,

Francesco Parrella