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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.
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Forgetting factor #2

Closed dhruvmullick closed 7 years ago

dhruvmullick commented 7 years ago

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

dhruvmullick commented 7 years ago

What I propose is that, we keep a factor of the form exp(-1/f), where f is the frame number. We can multiply this factor in svmeval, on the lines we calculate f. If you're interested, we can discuss the nuances?