Data Science, Machine Learning, Artificial Intelligence, Statistics, Clustering.
what makes the EM algorithm a probabilistic generative model. By probabilistic generative model, think of it as a model that instead of doing “hard” assignment providing a cluster for each data point (e.g., K-Means). The model will provide the probability that a given data point belongs to each