Mathematical Problems in Engineering / 2013 / Article / Tab 3

Research Article

Integrating the Supervised Information into Unsupervised Learning

Table 3

Clustering accuracy comparison ( ).

CG1 CG2 CG3 SVG PG GD CCL SDSN

(1) 84.9 85.2 85.8 81.4 86.5 86.6 86.6
(2) 82.8 83.2 83.9 80.3 80.0 84.5 84.3
(3) 78.6 79.1 79.6 78 78.7 79.6 79.5
(4) 66.3 67.5 67.8 65 68 68.3 68.5
(5) 66.3 67.2 67.8 65.2 65 69 68.6
Wine 94.8 94.8 95.5 93 94.3 95 96.6 95
Liver 70.0 70.3 70.5 69.1 68.1 70.0 71.3 71.3
Monk3 96.6 96.6 97.1 95.8 95.3 96.1 97.1 97.3
Letter 87.2 87.2 87.8 87.0 86.9 85.3 88.5 88.2

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