Submitted by GraciousReformer t3_118pof6 in MachineLearning
VirtualHat t1_j9lmkg1 wrote
Reply to comment by elmcity2019 in [D] "Deep learning is the only thing that currently works at scale" by GraciousReformer
In my experience DNNs only help with structured data (audio, video, images etc.). I once had a large (~10M datapoints) tabular dataset and found that simply taking a random 2K subset and fitting an SVM gave the best results. I think this is usually the case, but people still want DNNs for some reason. If it were a vision problem, then, of course, it'd be the other way around.
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