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Answer: B and C - To reduce over-fitting and to reduce the bias of a model. In mathematics, statistics, and computer science, particularly in the fields of machine learning and inverse problems,regularization is a process of introducing additional information in order to solve an ill-posed problem or to prevent overfitting.

 

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