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The performance of machine learning may be expressed by the generalization error. The less generalization error is, the better the performance of machine learning and on the contrary, the worse. To further study characteristic of machine learning algorithm, the decomposition method of the generalization error for estimators is usually used. Wherein the bias-variance decomposition for quadratic error...
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