Deep Learning Models on Tabular Data

When it comes to deep models, they proceeded with MLP, which is a multilayer perceptron. The take-home message was that tuning hyperparameters usually does not make neural networks a state of the art. Three-based models are superior for every random search budget. And the performance gap apparently stays quite wide even after a relatively large number of random search iterations.