ICE-SEARCH: A Language Model-Driven Feature Selection Approach

no code implementations • 28 Feb 2024 • Tianze Yang, Tianyi Yang, Shaoshan Liu, Fuyuan Lvu, Xue Liu

This study unveils the In-Context Evolutionary Search (ICE-SEARCH) method, the first work that melds language models (LMs) with evolutionary algorithms for feature selection (FS) tasks and demonstrates its effectiveness in Medical Predictive Analytics (MPA) applications.

Diabetes Prediction Disease Prediction +4