Error-controlled non-additive interaction discovery in machine learning models

Winston Chen, Yifan Jiang, William Stafford Noble +1

Machine learning (ML) models are powerful tools for detecting complex patterns within data, yet their "black box" nature limits their interpretability, hindering their use in criti…