AI & Machine Learning / Concept
Bias
Definition
A systematic distortion in data, measurement, analysis, models, processes, or decisions that can produce unfair or misleading results.
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Open this concept in the glossary →Editorial explanation
Bias can enter learning systems through data collection, model design, assessment, interfaces, or operational decisions.
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Sources and evidence
- LeBOK — 8.5.2 Fairness and Bias in Analytics (direct)