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Derek's avatar

An advantage we found back in the mid-noughties of using gzip+knn over other methods is it can handle concept drift without retraining:

Sarah Jane Delany and Derek Bridge: Catching the Drift: Using Feature-Free Case-Based Reasoning for Spam Filtering, in Rosina O. Weber and Michael M. Richter (eds.), Case-Based Reasoning Research and Development (Procs. of the 7th International Conference on Case-Based Reasoning), LNAI 4626, Springer, pp.314-328, 2007.

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Abhinav Upadhyay's avatar

Thank you for mentioning my article, I am glad that you liked it. :-)

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