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For neural networks, please explain the goal of using 'penalty term/regularization term' metric in error minimization formula. M M (yi XijW,)2 + w? i=0 j=0

For neural networks, please explain the goal of using 'penalty term/regularization term' metric in error minimization formula.

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M M (yi XijW,)2 + w? i=0 j=0 j=0 Loss function Regularization Term

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