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Learning Algorithm Evaluation

Learning Algorithm Evaluation. Algorithm evaluation: Outline. Why? Overfitting How? Train/Test vs Cross-validation What? Evaluation measures Who wins? Statistical significance. Introduction. Introduction. A model should perform well on unseen data drawn from the same distribution.

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Learning Algorithm Evaluation