Mathematical Problems in Engineering / 2013 / Article / Tab 4

Research Article

Integrating the Supervised Information into Unsupervised Learning

Table 4

Comparison of clustering accuracies of methods ( ).

K-means Girolami NI NJW SDSN

(1) 79.4 83.9 82.8 86.7 86.6
(2) 81.8 83.7 80.2 85 84.3
(3) 75 78 73 81.1 79.5
(4) 66.7 68 67.5 71.6 68.5
(5) 65.3 66.2 66.8 68.9 68.6
Wine 94 95.7 96 97.5 95.8
Liver 71.1 72.6 70.3 73.1 71.3
Monk3 96.2 97 96.4 97.3 97.3
Letter 86.9 87.2 87.5 90.5 88.2

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