1. Home
  2. Material Detail: Kernel methods and Support Vector Machines

Material Detail

Kernel methods and Support Vector Machines

Kernel methods and Support Vector Machines

This video was recorded at Machine Learning Summer School (MLSS), Kioloa 2008. The tutorial will introduce the main ideas of statistical learning theory, support vector machines, and kernel feature spaces. This includes a derivation of the support vector optimization problem for classification and regression, the v-trick, various kernels and an overview over applications of kernel methods.... Show More
Keywords:
videolectures, ocwc, oec
Disciplines:
Go to Material 
Bookmark / Add to Course ePortfolio
Create a Learning Exercise
Add Accessibility Information
Rate
Add a Comment

Quality

  • User Rating
  • Comments
  • Learning Exercises
  • Bookmark Collections
  • Course ePortfolios
  • Accessibility Info

More about this material

Material Type:
Presentation
Date Added to MERLOT:
February 10, 2015
Date Modified in MERLOT:
February 10, 2015
Author:
Submitter:
The Open Education Consortium
Primary Audience:
College General Ed, College Lower Division, College Upper Division
Technical Format:
Video
Mobile Compatibility:
Not specified at this time
Language:
English
Cost Involved:
No
Source Code Available:
No
Creative Commons:
Creative Commons License
This work is licensed under a Attribution-NonCommercial-NoDerivs 3.0 United States

Browse...

Disciplines with similar materials as Kernel methods and Support Vector Machines
People who viewed this also viewed
Other materials like Kernel methods and Support Vector Machines

Comments

Log in to participate in the discussions or sign up if you are not already a MERLOT member.