Accurate data-driven prediction does not mean high reproducibility

• DOI: 10.1038/s42256-019-0140-2
• Publication Date: 2020-01-17T17:02:53Z
• Authors: Jiuyong Li; Lin Liu; Thuc Duy Le; Jixue Liu
• Keywords: Predictive modelling

A valid machine model is predictive, but a predictive model may not be valid. The gap between these two can be larger than many practitioners may expect.