Machine Learning, Clustering, Python, Gaussian Mixture Model, Unsupervised Learning.
significantly impacts the overall distribution. Components. Source The GMM algorithm consists of two steps: expectation (E) and maximization (M). The first step, known as the expectation step or 𝐸 step, consists of calculating the expectation of the component assignments 𝐶𝑘 for each data point 𝑥𝑖∈𝑋