G4 & the balanced metric family – a novel approach to solving binary classification problems in medical device validation & verification studies
Abstract Background In medical device validation and verification studies, the area under the receiver operating characteristic curve (AUROC) is often used as a primary endpoint despite multiple reports showing its limitations. Hence, researchers are encouraged to consider alternative metrics as pri...
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| Main Author: | |
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| Format: | Article |
| Language: | English |
| Published: |
BMC
2024-10-01
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| Series: | BioData Mining |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s13040-024-00402-z |
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