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Evolutionary Feature Engineering for Structured Data

arXiv cs.LG · 2026-07-03 Cached

Introduces Evolutionary Feature Engineering (EFE), a framework that uses LLM-based evolution to automatically discover preprocessing transformations for structured data, improving time-series forecasting and tabular prediction accuracy while preserving interpretability.

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