Heiner Stuckenschmidt
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2026
TabPrep: Closing the Feature Engineering Gap in Tabular Benchmarks
The paper introduces TabPrep, a feature engineering pipeline that systematically improves performance across various tabular machine learning models by addressing structural data patterns ignored by current benchmarks.
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cs.LGRecentJun 1, 2026
TabPrep: Closing the Feature Engineering Gap in Tabular Benchmarks
Andrej Tschalzev, Nick Erickson, Yuyang Wang, Huzefa Rangwala +3 more
The paper introduces TabPrep, a feature engineering pipeline that systematically improves performance across various tabular machine learning models by addressing structural data patterns ignored by c…
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