MORE-FE: Multi-Operator and Reinforcement Learning-Enhanced Evolution for LLM Feature Engineering
Traditional automated feature engineering (AFE) minimizes human intervention but often neglects semantic relationships among original features, resulting in redundant or uninterpretable transformations. While recent methods leverage the domain knowledge and reasoning capabilities of Large Language Models (LLMs), they t...