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Comment by ljvmiranda

> The gap between tree-based models and deep learning becomes narrower as the dataset size increases (here: 10k -> 50k).

I am curious if there is a sample threshold where it's worth exploring deep learning approaches to tabular data. I wonder if there are other considerations (e.g., inference speed, explainability, etc.).

parent ljvmiranda 4 years ago

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