Machine Learning, Data Science, Statistics, Probability, Editors Pick.
Σ1}, {μ2, Σ2},and {π1, π2} appear in different terms and can be maximized independently using the known MLEs of the respective distributions. For example, when updating {μ1, Σ1} and {μ2, Σ2} the MLEs for the Gaussian can be used and for {π1, π2} the MLEs for the binomial distribution. The only