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Glossary: ML Beyond the Basics

Imbalanced

Also written: imbalanced data, class imbalance

One class is much rarer than the other, as with the roughly 9% of subscribers who cancel. Accuracy becomes misleading: 'nobody cancels' scores 90.7%.

Where the book teaches it

Related terms

Average precision (AP)Class weightResampling