Validity of Feature Importance in Low-Performing Machine Learning for Tabular Biomedical Data

Youngro Lee, Giacomo Baruzzo, Jeonghwan Kim +2

In tabular biomedical data analysis, tuning models to high accuracy is considered a prerequisite for discussing feature importance, as medical practitioners expect the validity of…