Em Algorithm, Statistics, Machine Learning, Clustering Algorithm, Python.
to the soft and hard clustering methods if we define probability models to fit the data in advance. EM algorithm consists of two parts as follows: The image adapted from the [2] As you can see, the formulas are so complicated. In the E-step, we calculate the probability using the pre-defined