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yamaguchiyuto/dbscan

Created June 21, 2013 14:08
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DBSCAN with scikit-learn
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dbscan
import numpy
from scipy.spatial import distance
from sklearn.cluster import DBSCAN
S = numpy.array([[0,0.9],[0.1,0.8],[0.9,0.1],[0.85,0.05],[0.9,0.05],[0.05,0.85],[0.5,0.4]])
dbs = DBSCAN(eps=0.2, min_samples=3)
dbs.fit(S)
dbs.labels_ # => array([ 1., 1., 0., 0., 0., 1., -1.])
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