QUESTION
If Hypothesis 1 has a lower L1 loss and a lower L2 loss than Hypothesis 2 on a set of training data, why might Hypothesis 2 still be a preferable hypothesis?
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Hypothesis 1 might be the result of overfitting.
Hypothesis 1 might be the result of regularization.
Hypothesis 1 might be the result of cross-validation.
Hypothesis 1 might be the result of loss.
Hypothesis 1 might be the result of regression.
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