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I'll chime in with billions of data points and 100-300 feature space with some smart feature engineering outperforming DL in runtime/compute (by orders of magni
by whymauri 4y ago
I'll chime in with billions of data points and 100-300 feature space with some smart feature engineering outperforming DL in runtime/compute (by orders of magnitude) and performance. But the domain was very specific and everything prior to the tree was doable with matrix operations, with the tree model summarizing a mixture of experts that chose optimal features.
- bloudermilk 4y agoDamn, this sounds fascinating! Have you shared more anywhere eelse?