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Overfitting

nounid 5013·updated May 13, 2026
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plural
Overfittings
possessive
Overfitting's
pluralpossessive
Overfittings'

Framework definitions

Machine Learning1 senseview framework →
§1
Given a hypothesis space H, a hypothesis h element of H is said to overfit the training data if there exists some alternative hypothesis h' element of H, such that h has smaller error than h' over the training examples, but h' has a smaller error than h over the entire distribution of instance.

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