Binomial Distribution, Mixture Models, Em Algorithm, Bioinformatics.
log_likelihood: the natural-base logarithm of the probability of observing the dataset, X, given the parameters in Θ = {π_m, θ_m | m=1,2,…,K}. The higher log_likelihood, the better the Binomial Mixture Model with parameters Θ represents the data. Discussions One should adopt different random