Hierarchical Neyman-Pearson Classification for Prioritizing Severe Disease Categories in COVID-19 Patient Data

no code implementations • 1 Oct 2022 • Lijia Wang, Y. X. Rachel Wang, Jingyi Jessica Li, Xin Tong

Here, we propose a hierarchical NP (H-NP) framework and an umbrella algorithm that generally adapts to popular classification methods and controls the under-classification errors with high probability.

Binary Classification Classification +1