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Glossary: Computer Vision Basics

class imbalance

Also written: imbalanced classes, imbalanced dataset

A situation where one class has far fewer examples than another, such as 28 damaged photos among 240. Accuracy then misleads, because always answering "not damaged" scores 88%.

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Related terms

pos_weightWeightedRandomSamplerprecisionrecall