Model Overfitting

goML
When machine learning models memorize training data too closely, performing poorly on new, unseen data examples.
ChatGPT Definition (GPT-4o)
When a model performs well on training data but poorly on new data because it has memorized patterns instead of learning general rules.
Gemini (2.0)
A situation where a model learns the training data too well, leading to poor performance on unseen data.
Claude (3.7)
When models learn training data patterns too precisely, including noise and outliers, reducing performance on new data.

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