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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