Developed open source python library for Support Vector Regression (SVR) using convex optimization package (such as CVXOPT) and compared its performance with LIBSVM/sklearn. Implemented epsilon-SVR and RH-SVR in python
-
Notifications
You must be signed in to change notification settings - Fork 0
Implementation of the Epsilon SVR and the Reduced Convex Hull SVR using CVXOPT optimization framework, and Cross Validation. Verified the results by comparing them with the SVR using sklearn library. Performed regression and analyzed the results of different kernels such as Linear, Polynomial and Rbf, by tweaking the hyper-parameters on Boston H…
RitvikKapila/Epsilon-SVR-and-RH-SVR-Models
Folders and files
| Name | Name | Last commit message | Last commit date | |
|---|---|---|---|---|
Repository files navigation
About
Implementation of the Epsilon SVR and the Reduced Convex Hull SVR using CVXOPT optimization framework, and Cross Validation. Verified the results by comparing them with the SVR using sklearn library. Performed regression and analyzed the results of different kernels such as Linear, Polynomial and Rbf, by tweaking the hyper-parameters on Boston H…
Resources
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published