Research Article
Integrating the Supervised Information into Unsupervised Learning
Table 4
Comparison of clustering accuracies of methods (
).
| ā | 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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