NON-LINEAR CLASSIFICATION METHODS


Motivation

  • The human visual system does not perceive certain items linearly.

  • Non-linear classifiers have been found to give good results on other tasks with high confusability.[3]

  • Obviously, there are some problems with our current techniques!

  • Techniques

  • Non-linear regression

  • Support Vector Machines