"WTF? Why can't I get the accuracy of this classifier higher?!" (manually looks at training set targets) "Oh. I see"
As always, the annoying answer for deep learning: "maybe? assuming you have enough examples." ;)
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Worth a test
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Oh yea. Had a small dataset recently. Though, "way too tiny for deep methods. Stick to basics." Then, I tried it anyway. 20% improvement.
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