Em Algorithm, Step Functions, Statistics, Machine Learning, Data Science.
h2(x) is active when Δi=1) for observation i. Using the E-M algorithm, these responsibilities are calculated in an iterative fashion. In the first step, we are calculating the expectations of the indicator values (or our missing/unobserved variables), also called responsibilities, and in the second