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This seems like it's probably massive overkill, have you compared with a simple bag-of-words linear classifier?
by sweezyjeezy 10y ago
This seems like it's probably massive overkill, have you compared with a simple bag-of-words linear classifier?
- pprogrammer 10y agoI tried a linear classifier, yes. It works decent too, but has lower accuracy when using a big dataset (+/- 98% top-1 accuracy vs. 99.4%).
- nicolewhite 10y agoNot necessarily overkill; maybe they wanted to learn how to use neural networks and this was a good project to do that. Simple is best for professional projects, but for personal projects like this it's better for you to explore something you don't know already for learning purposes.