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Yes and no. Suppose for example you give MNIST to a SVM and fit the model, then test it only on 0 and 1 digits, which are generally well discriminized, you'll g
by jksk61 3y ago
Yes and no. Suppose for example you give MNIST to a SVM and fit the model, then test it only on 0 and 1 digits, which are generally well discriminized, you'll get almost 100% accuracy in test, whereas 97% or less in training. (ye probably need some preprocessing, like using PacMAP or UMAP or whatever but the point is the same)
However, that's just because I decided the right data to test it onto. So, you can't really say much on a model using that definition.