Prudent Response Surface Models

Tyree, Juniper; Boy, Michael; Rupp, Andreas; Clusius, Petri

Prudent Response Surface Models

2023-05-15, 2023-05-15

software
software

Open

Prudent Response Surface Models combine predictions with confidence scores and uncertainty levels, allowing their use in downstream analysis even for high-uncertainty or out-of-distribution inputs.

https://doi.org/10.5281/zenodo.7938528

SOSAA, response surface model, machine learning, out-of-distribution, uncertainty quantification