MultiClass Classification using Dense Layers

Thanks Jeremy it echoes my view as well “deep learning isn’t the best tool for structured data”.
I wanted to convince myself on that. Yes this is structured data.
I experimented normal machine learning tasks like random forest and getting f1 score (Train)= 0.8602 and fi (Test) = 8138 for the same dataset.
Can I conclude that more research has to be done for structured data and usually deep learning might not be the best tool ?

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