 Binomial deviance

For independent binomial counts $Y_i\sim \mathrm{Bin}(m_i,p_i)$ with observed proportions $y_i=Y_i/m_i$ and fitted probabilities ${\hat{p}}_i$, the deviance from the saturated model iswith the usual convention $0\log 0=0$.