How to Gain State-Of-The-Art Result on Tabular Data with Deep Learning and Embedding Layers

A different approach to Kaggle Blue Book Bulldozers Competition

Michael Li
Towards Data Science
9 min readNov 21, 2019

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Word embeddings
Embeddings can be use other than word representations

Motivation

Tree-based models like Random Forest and XGBoost have become very popular in solving tabular(structured) data problems and gained a lot of tractions in Kaggle…

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