Cv- training errors

Course Q&A Machine Learning Specialization Advanced Learning Algorithms
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why does simple model better than regularization model ?!

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Regularization always gives worse performance on the training set, but the benefit is (when properly optimized) it gives better performance on the validation set.

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thanks

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could you give me intuition why does it give worse performance on the training set and give better performance on the validation set ??