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What is: TabNN?

SourceTabNN: A Universal Neural Network Solution for Tabular Data
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

TabNN is a universal neural network solution to derive effective NN architectures for tabular data in all kinds of tasks automatically. Specifically, the design of TabNN follows two principles: to explicitly leverage expressive feature combinations and to reduce model complexity. Since GBDT has empirically proven its strength in modeling tabular data, GBDT is used to power the implementation of TabNN.