Definitions from Wiktionary (overlearn)

▸ verb:  To learn (something) more than is necessary; to study excessively, to take (something) too much to heart.
▸ verb:  (psychology, education) To learn (something) to the point where responses become instinctive.
▸ verb:  (modeling) Mostly when talking about neural networks, to learn a task to the point where responses actually start to degrade. Compare with overfit, in model tuning contexts.




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