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Uncertainty evaluation for machine learning

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References

2013Guide to the Expression of Uncertainty in Measurement2,767 cited
2019Establishing the rules for building trustworthy AI392 cited
2011Evaluation of measurement data – Supplement 2 to the “Guide to the expression of uncertainty in measurement” – Extension to any number of output quantities104 cited
2011The GUM, Bayesian inference and the observation and measurement equations42 cited
2007Calculation of uncertainty in the presence of prior knowledge35 cited
2011Bayesian uncertainty analysis for a regression model versus application of GUM Supplement 1 to the least-squares estimate32 cited
2021Getting started with uncertainty evaluation using the Monte Carlo method in R29 cited
2015A tutorial on Bayesian Normal linear regression29 cited

Cited by

2024Trustworthy Artificial Intelligence in the Context of Metrology11 cited
2025GUM-Based Measurement Uncertainty Analysis of a Nonlinear Optical Angle Sensor Using Artificial Neural Network11 cited

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