Prudent Response Surface Models

dc.contributor.affiliationUniversity of Helsinki - Tyree, Juniper
dc.contributor.affiliationUniversity of Helsinki, LUT University - Boy, Michael
dc.contributor.affiliationLUT University - Rupp, Andreas
dc.contributor.affiliationUniversity of Helsinki - Clusius, Petri
dc.contributor.authorTyree, Juniper
dc.contributor.authorBoy, Michael
dc.contributor.authorRupp, Andreas
dc.contributor.authorClusius, Petri
dc.date.accessioned2025-03-24T15:11:27Z
dc.date.issued2023-05-15
dc.date.issued2023-05-15
dc.descriptionPrudent 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.
dc.identifierhttps://doi.org/10.5281/zenodo.7938528
dc.identifier.urihttps://hydatakatalogi-test-24.it.helsinki.fi/handle/123456789/9189
dc.rightsOpen
dc.rights.licensecc-by-4.0
dc.subjectSOSAA
dc.subjectresponse surface model
dc.subjectmachine learning
dc.subjectout-of-distribution
dc.subjectuncertainty quantification
dc.titlePrudent Response Surface Models
dc.typesoftware
dc.typesoftware
Zenodo


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