Tabular Learning — Gradient Boosting vs Deep Learning( Critical Review)

Tabular Learning — Gradient Boosting vs Deep Learning( Critical Review)

Thanks to technological advancements and affordable computing, complex systems are being developed to analyse the exponentially growing data and generate actionable insights. Neural Networks, the core of these complex systems, have shown exceptional performance on Homogeneous (text and image) data. However, it wasn’t until recently that Neural Networks were utilised for Heterogeneous Tabular data, the oldest and most common form of data. The competitive performance of tree-based models on tabular …

critical-review deep learning gradient gradient-boosting learning review tabular tabular data