von_mises_fisher_mixture.py 文件源码

def __init__(self, n_clusters=5, posterior_type='soft', force_weights=None,
                 n_init=10, n_jobs=1, max_iter=300, verbose=False,
                 init='random-class', random_state=None, tol=1e-6,
                 copy_x=True, normalize=True):
        self.n_clusters = n_clusters
        self.posterior_type = posterior_type
        self.force_weights = force_weights
        self.n_init = n_init
        self.n_jobs = n_jobs
        self.max_iter = max_iter
        self.verbose = verbose
        self.init = init
        self.random_state = random_state
        self.tol = tol
        self.copy_x = copy_x
        self.normalize = normalize

        # results from algorithm
        self.cluster_centers_ = None
        self.labels = None
        self.intertia_ = None
        self.weights_ = None
        self.concentrations_ = None
        self.posterior_ = None