python - Wilson得分间隔的Python实现？

阅读How Not to Sort by Average Rating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？

最佳答案

Reddit使用Wilson得分区间进行评论排名，可以在here中找到解释和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))