Bias
nounid
4758·updated May 13, 2026candidate
No definition recorded.
Classifications
Entity Type
Unknown—glossary_import_default_pending_classifier
Sensitivity
unclassified
Information Class
unclassified
Variants
- plural
- Biases
- possessive
- Bias's
- pluralpossessive
- Biases'
Framework definitions
- §1
- A systematic error. In the context of fairness, we are concerned with unwanted bias that places privileged groups at systematic advantage and unprivileged groups at systematic disadvantage.
- §1
- (mathematical) A point estimator \theta_hat is said to be an unbiased estimator fo \theta if E(\theta_hat) = \theta for every possible value of \theta. If \theta_hat is not unbiased, the difference E(\theta_hat) - \theta is called the bias of \theta
ISO/IEC 22989:2022 Information technology — Artificial intelligence — Artificial intelligence concepts and terminology1 senseview framework →
- §1
- (systemic bias) systematic difference in treatment of certain objects, people or groups in comparison to others
- §1
- (computational bias) An effect which deprives a statistical result of representativeness by systematically distorting it, as distinct from a random error which may distort on any one occasion but balances out on the average.
Outgoing relationships
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Incoming relationships
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