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Table 4 Clustering accuracy (%) on mutation dataset

From: Divisive hierarchical maximum likelihood clustering

Methods Dim 2 Dim 3 Dim 4 Dim 5
SLINK 77.9 77.9 77.9 82.4
CLINK 77.3 82.0 82.8 83.2
ALINK 77.3 77.3 82.8 82.4
Wa-LINK 77.3 77.7 77.9 77.9
Wt-LINK 77.3 82.0 82.8 54.6
MLINK 54.6 54.6 54.6 82.4
SLINK (Divisive) 54.5 54.5 54.5 82.2
CLINK (Divisive) 54.4 54.5 77.3 77.3
ALINK (Divisive) 77.9 82.6 82.6 82.4
Dunn’s original (Divisive) 77.3 83.0 77.3 82.4
Dunn’s variant (Divisive) 54.5 54.5 54.5 77.3
Macnaughton-Smith (Divisive) 77.9 83.0 82.8 82.4
Principal Direction (Divisive) 54.5 54.5 54.5 54.5
K-means 64.9 67.1 65.7 63.3
DRAGON 77.9 82.2 82.2 82.2