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Table 2 Clustering accuracy (%) on acute leukemia dataset

From: Divisive hierarchical maximum likelihood clustering

Methods Dim 2 Dim 3 Dim 4 Dim 5
SLINK 66.7 66.7 66.7 66.7
CLINK 84.7 81.9 81.9 81.9
ALINK 76.4 81.9 84.7 84.7
Wa-LINK 94.4 81.9 81.9 81.9
Wt-LINK 94.4 81.9 81.9 81.9
MLINK 94.4 81.9 81.9 81.9
SLINK (Divisive) 66.7 66.7 66.7 66.7
CLINK (Divisive) 80.6 80.6 80.6 80.6
ALINK (Divisive) 66.7 66.7 66.7 66.7
Dunn’s original (Divisive) 76.4 80.6 80.6 80.6
Dunn’s variant (Divisive) 72.2 70.8 70.8 72.2
Macnaughton-Smith (Divisive) 86.1 81.9 81.9 81.9
Principal Direction (Divisive) 89.4 88.9 88.9 88.9
K-means 90.3 89.5 81.9 81.9
DRAGON 93.1 97.2 97.2 94.4