Skip to main content

Table 9 Results of different experiment of FCMD-MD on Cylinder Bands dataset

From: Distributed fuzzy clustering algorithm for mixed-mode data in Apache SPARK

No.

Distance measure (continuous)

Normalization technique (continuous)

Minimum purity (%)

Average purity (%)

Maximum purity (%)

1

Euclidean

None

58.85

62.11

65.52

2

Euclidean

Min–Max

58.85

59.10

61.71

3

Euclidean

Standard scalar

58.85

59.60

61.50

4

Manhattan

None

58.85

61.77

62

5

Manhattan

Min–Max

58.85

62.70

63.80

6

Manhattan

Standard scalar

58.85

59.50

61.50