geosnap.analyze.analytics.kmeans

geosnap.analyze.analytics.kmeans(X, n_clusters, init='k-means++', n_init=10, max_iter=300, tol=0.0001, verbose=0, random_state=None, copy_x=True, n_jobs=None, algorithm='auto', precompute_distances='auto', **kwargs)[source]

K-Means clustering.

Parameters
Xarray_like

n x k attribute data

n_clustersint, optional, default: 8

The number of clusters to form as well as the number of centroids to generate.

Returns
fitted modelsklearn.cluster.KMeans instance