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unexpected results!

Open catproof opened this issue 4 years ago • 1 comments

this is more of an issue with the original paper than it is with your repository, but I did some experimentation that showed that the results in the original paper claiming the KNN performs better than the CNN on the MNIST dataset are misleading. I did a learning rate search for both networks and showed that the CNN performs better given that they both use optimal learning rates! check out my repository here: https://github.com/NickPerezCarletonUniversity/Kervolution I have an in-depth analysis showing the results

catproof avatar Dec 14 '20 22:12 catproof

i also tried this on a similar dataset and got the same results! :O

catproof avatar Dec 14 '20 22:12 catproof