![]() In that case, ‘n_init’ is ignored and only a single initializationĮnable verbose output. This can speed upĬonvergence when fit is called several times on similar problems. Initialization for the next call of fit(). If ‘warm_start’ is True, the solution of the last fitting is used as Pass an int for reproducible output across multiple function calls. In addition, it controls the generation of random samples from theįitted distribution (see the method sample). ![]() ( n_components ,) if 'spherical', ( n_features, n_features ) if 'tied', ( n_components, n_features ) if 'diag', ( n_components, n_features, n_features ) if 'full' random_state int, RandomState instance or None, default=NoneĬontrols the random seed given to the method chosen to initialize the ‘random_from_data’ : initial means are randomly selected data points. ![]() ‘random’ : responsibilities are initialized randomly. ‘k-means++’ : use the k-means++ method to initialize. ‘kmeans’ : responsibilities are initialized using kmeans. ![]() The method used to initialize the weights, the means and the ![]()
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