def test_convert(self): filename = os.path.dirname(__file__) + "/../test_files/data_10points_10dims.dat" dataset = DataConverter.convert(filename) print dataset[0].data_vector print dataset[1].data_vector print dataset[2].data_vector
def test_convert(self): filename = os.path.dirname( __file__) + '/../test_files/data_10points_10dims.dat' dataset = DataConverter.convert(filename) print dataset[0].data_vector print dataset[1].data_vector print dataset[2].data_vector
def test_scan_100000(self): filename = os.path.dirname(__file__) + '/../test_files/data_100000points_100000dims.dat' dataset = DataConverter.convert(filename) epsilon = 0.15 min_size = 2 dbscan = DBSCAN(epsilon, min_size) clusters = dbscan.scan(dataset) self.assertEqual(1692, len(clusters))
def test_scan_100000(self): filename = os.path.dirname( __file__) + '/../test_files/data_100000points_100000dims.dat' dataset = DataConverter.convert(filename) epsilon = 0.15 min_size = 2 dbscan = DBSCAN(epsilon, min_size) clusters = dbscan.scan(dataset) self.assertEqual(1692, len(clusters))