DS Q8 Overfitting in ML Key indicator ai technology databusiness

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Overfitting occurs when a machine learning model performs exceptionally well on training data but poorly on test data. A key sign is high accuracy on the training set but low accuracy on the test set, indicating that the model has memorized the training data rather than learning to generalize patterns. 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