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Table 4 Clustering accuracy on MLL dataset

From: Stepwise iterative maximum likelihood clustering approach

Dim K-means SLINK CLINK MLINK mclust SIML
2 56.3 40.3 45.8 45.8 80.6 58.3
3 58.8 40.3 50.0 50.0 68.1 61.1
4 59.5 43.1 54.2 43.1 95.8 72.2
5 81.9 43.1 72.2 69.4 94.4 95.8
6 81.9 43.1 81.9 69.4 55.6 95.8
7 80.0 41.7 81.9 72.2 91.7 94.4
8 81.7 43.1 79.2 68.1 90.3 62.5
9 82.8 48.6 80.6 84.7 65.3 63.9
10 80.4 43.1 58.3 63.9 61.1 91.7
  1. The methods achieving highest results are depicted in bold faces