Why Do Tree-Based Models Still Outperform Deep Learning on Typical Tabular Data?
Léo Grinsztajn, Edouard Oyallon, Gaël Varoquaux
Topics & Concepts
Deep learningArtificial intelligenceComputer scienceFeature (linguistics)Artificial neural networkMachine learningMargin (machine learning)Deep neural networksFocus (optics)Key (lock)Explainable Artificial Intelligence (XAI)Generative Adversarial Networks and Image SynthesisComputational and Text Analysis Methods