TabArena: Benchmarking Tabular Machine Learning with Reproducibility and Ensembling at Scale
Understanding the Importance of Benchmarking in Tabular ML Machine learning on tabular data focuses on building models that learn patterns from structured datasets, typically composed of rows and columns similar…