在阅读了《如何不按平均评分进行排序》之后,我很好奇是否有人对Bernoulli参数使用了Wilson得分下限置信区间的Python实现?
Reddit使用Wilson得分区间进行评论排名,可以在此处找到说明和python实现
#Rewritten code from /r2/r2/lib/db/_sorts.pyx from math import sqrt def confidence(ups, downs): n = ups + downs if n == 0: return 0 z = 1.0 #1.44 = 85%, 1.96 = 95% phat = float(ups) / n return ((phat + z*z/(2*n) - z * sqrt((phat*(1-phat)+z*z/(4*n))/n))/(1+z*z/n))