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Table 7 Rand score on ALL subtype dataset

From: Stepwise iterative maximum likelihood clustering approach

Dim K-means SLINK CLINK MLINK mclust SIML
2 73.1 37.1 68.2 49.9 34.3 71.8
3 79.2 20.5 73.5 62.7 34.9 77.6
4 81.6 20.4 78.3 72.4 33.3 81.2
5 79.6 22.0 69.0 47.3 44.7 82.8
6 79.9 21.6 69.5 67.5 45.3 83.1
7 79.9 21.0 75.2 40.6 49.5 80.2
8 77.8 21.7 70.3 60.6 74.9 82.2
  1. The methods achieving highest results are depicted in bold faces