Machine Learning, Clustering, Python, Gaussian Mixture Model, Unsupervised Learning.
covariance matrices. tol controls the convergence threshold for the EM algorithm. It stops when the improvement in log likelihood is below this threshold. reg_covar adds a regularization term to the diagonal of covariance matrices to ensure numerical stability during computation. It helps prevent