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ROC curve and Neyman Pearsom Criterion

A slecture by ECE student Weibao Wang

Partly based on the ECE662 Spring 2014 lecture material of Prof. Mireille Boutin.



贝叶斯定理 (Bayes' theorem)

贝叶斯定理由英国数学家托马斯·贝叶斯(Thomas Bayes)在1763提出,因此得名贝叶斯定理。贝叶斯定理也称贝叶斯推理,是关于随机事件的条件概率的一则定理。

对于两个随机事件A和B,贝叶斯定理有如下表达:

$ P(A|B) = \frac{P(B|A)P(A)}{P(B)} $

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