diehl/incremental-svm-learning-in-matlab

This MATLAB package implements the methods for exact incremental/decremental SVM learning, regularization parameter perturbation and kernel parameter perturbation presented in "SVM Incremental Learning, Adaptation, and Optimization" by Christopher Diehl and Gert Cauwenberghs.

incremental-svm-learning-in-matlab's Issues

Infinite loop

Hi,
While training an online SVM, for certain cases it goes into an inf loop. Particularly, p is never >=1 in that case.
Can you suggest how I can fix this? Ignore the example altogether?

This problem arises only with svmtrain2, and not with svmtrain.

Forgetting factor

Hi @diehl
Can you suggest how I should go about adding a forgetting factor to the code?