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kNN with k=1 is a more complex model than a neural network, not a simpler one. If we had more data it would scale and if we reach a point where we have a labele
by kkoncevicius 4y ago
kNN with k=1 is a more complex model than a neural network, not a simpler one. If we had more data it would scale and if we reach a point where we have a labeled image for every possible pixel combination in MNIST it would be unbeatable.
- stared 4y agoSure, kNN scales very poorly. Yet, MNIST is simple enought that it works. Try to use kNN on ImageNet.