Machine Learning, Artificial Intelligence, Statistics, Data Science, Towards Data Science.
counts, then we can change the likelihood distribution and use the same setup for this new problem. Poisson distribution is an appropriate distribution to model count data and we will utilize it. Hyperparameter of Poisson distribution can not take negative values. So we change the definition of