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61pm-61
Od

O.O.D.

Severity5/10

Out-of-Distribution

Systematic failure of the model when encountering data that comes from a significantly different distribution than the training set.

Periodic recordReliabilityarXiv2023

Evi M. C. Huijben, Sina Amirrajab, Josien P. W. Pluim

Mitigation Strategy

Implementation of anomaly and OOD (Out-of-Distribution) detection, epistemic uncertainty estimation, and rejection of low-confidence inputs.

Atomic Number

61

Od

Risk ID

pm-61

Severity

5/10

Severity Level

61
Reliability
pm-61
Od

O.O.D.

Out-of-Distribution

RiesgosIA.org
Reliability • #61

Out-of-Distribution

Od
Severity Level5/10

Definition

Systematic failure of the model when encountering data that comes from a significantly different distribution than the training set.

Mitigation Strategy

Implementation of anomaly and OOD (Out-of-Distribution) detection, epistemic uncertainty estimation, and rejection of low-confidence inputs.

Notes / Observations

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