Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data

Fengxian Dong, Zhi Zheng, Xiao Han +5

Automated feature generation extracts informative features from raw tabular data without manual intervention and is crucial for accurate, generalizable machine learning. Traditiona…