A new perspective on classification: Optimally allocating limited resources to uncertain tasks

Toon Vanderschueren, Bart Baesens, Tim Verdonck, Wouter Verbeke

Abstract: Highlights•We formulate the problem of allocating limited resources to uncertain tasks.•Our novel solution considers capacity limitation in the optimization.•Our approach outperforms classification-based methods for a variety of applications.