数据集 | K-means | SC(NJW) | NP-SC | PGK-SC | NEW-SC |
Iris | 0.8933 | 0.9000 | 0.6800 | 0.9067 | 0.9267 |
Wine | 0.7022 | 0.6292 | 0.4270 | 0.6573 | 0.7416 |
Seeds | 0.8905 | 0.8905 | 0.3714 | 0.8857 | 0.9095 |
Heart | 0.5926 | 0.5444 | 0.5519 | 0.5556 | 0.6259 |
Fertility-Diagnose | 0.6700 | 0.6600 | 0.6200 | 0.7000 | 0.8900 |
Four-gauss | 0.9800 | 0.9800 | 0.8800 | 0.9800 | 0.9900 |
Haberman | 0.4739 | 0.7353 | 0.7386 | 0.7320 | 0.7386 |
Bupa | 0.5536 | 0.5623 | 0.5652 | 0.5652 | 0.5826 |