ldcof.py 文件源码

def fit(self, data):
        """ fit model on data """
        self.data = data

        kmeans = KMeans(n_clusters=self.n_clusters)
        kmeans.fit(data)
        self.clusterer = kmeans
        logging.info('Fit has been completed')

        self.data_clusters = self.clusterer.predict(data)
        self.cluster_centers = self.clusterer.cluster_centers_
        logging.info('Cluster calculation has been completed')

        self.__clusters_separation()
        logging.info('Cluster separation has been completed')

        self.__cluster_avg_distances()
        logging.info('Cluster avg distances has been calculated')