Can I read Class-Incremental Learning for SVMs on EtoBox?

Class-Incremental Learning for SVMs by dhanushka sasanka is a document available to read on EtoBox.

What is Class-Incremental Learning for SVMs about?

1) The document discusses a class-incremental learning method for updating multi-class support vector machines when new classes are added. 2) The method consists of two phases: incremental feature selection and incremental training. It reuses old models and learns a new binary sub-classifier for the additional class. 3) The experiment showed the method was substantially faster than batch learning methods for SVM and competitive in effectiveness.

Author

dhanushka sasanka

Language

EN