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Table 5 Rand score on MLL dataset

From: Stepwise iterative maximum likelihood clustering approach

Dim K-means SLINK CLINK MLINK mclust SIML
2 63.6 35.0 41.1 41.1 80.6 72.3
3 67.5 35.0 45.7 45.7 68.1 72.6
4 64.0 36.3 47.2 36.3 95.8 77.5
5 80.4 36.3 75.2 70.2 94.4 94.7
6 80.4 36.3 80.4 70.2 55.6 94.7
7 79.6 35.3 80.4 75.7 91.7 93.1
8 80.6 36.3 78.4 67.7 90.3 69.9
9 81.2 41.1 79.3 82.6 65.3 71.6
10 80.3 36.3 66.1 73.2 61.1 90.1
  1. The methods achieving highest results are depicted in bold faces