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December 21, 2015 00:19
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from math import sqrt | |
def score(phat, n, z=1.0): | |
#z 1.0 = 85%, 1.6 = 95% | |
return ((phat + z*z/(2*n) - z * sqrt((phat*(1-phat)+z*z/(4*n))/n))/(1+z*z/n)) | |
def confidence(ups, downs): | |
n = ups + downs | |
if n == 0: | |
return 0 | |
phat = float(ups) / n | |
return wilson_score(phat, n) |
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