Submitted by GraciousReformer t3_118pof6 in MachineLearning
yldedly t1_j9k3orr wrote
Reply to comment by GraciousReformer in [D] "Deep learning is the only thing that currently works at scale" by GraciousReformer
Not sure what you're asking. CNNs have inductive biases suited for images.
GraciousReformer OP t1_j9k4974 wrote
So it works for images but not for tabular data?
yldedly t1_j9k5n8n wrote
It depends a lot on what you mean by works. You can get a low test error with NNs on tabular data if you have enough of it. For smaller datasets, you'll get a lower test error using tree ensembles. For low out-of-distribution error neither will work.
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