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Journal of Big Data

Table 11 Comparison of the compactness of the clustering methods with the K-Means algorithm

From: An analytics model for TelecoVAS customers’ basket clustering using ensemble learning approach

 

CP

DVI

DB

SP

Birch [27]

3.63

0.57

5.78

4.11

EM [28]

2.88

0.56

5.37

3.28

OptiGrid [29]

1.79

0.52

4.27

2.16

Denclue [30]

1.35

0.50

4.29

1.74

XK-means (my approach)

3.85

0.61

6.10

2.04

  1. Italic values indicate the best result
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