Research Article
A Validity Index for Fuzzy Clustering Based on Bipartite Modularity
Table 8
Values of each index on the glass dataset.
| Clusters | CSBM | WGLI | PC | PE | MPC | MPE | CO | FM | EN |
| 2 | 0.7252 | 0.7296 | 0.7702 | 0.1314 | 0.5864 | 0.1326 | 0.7498 | 0.6782 | 0.6697 | 3 | 0.7036 | 0.6958 | 0.7215 | 0.1909 | 0.6054 | 0.1936 | 0.7392 | 0.7240 | 0.6119 | 4 | 0.7350 | 0.6421 | 0.6051 | 0.2859 | 0.4889 | 0.2913 | 0.6576 | 0.7038 | 0.5901 | 5 | 0.7852 | 0.5568 | 0.4763 | 0.3925 | 0.3569 | 0.4019 | 0.3512 | 0.6558 | 0.5753 | 6 | 0.7746 | 0.5541 | 0.4703 | 0.4127 | 0.3736 | 0.4246 | 0.5503 | 0.6776 | 0.5364 | 7 | 0.7845 | 0.5307 | 0.4193 | 0.4799 | 0.3302 | 0.4961 | 0.4578 | 0.6967 | 0.5378 |
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