Research Article
A Validity Index for Fuzzy Clustering Based on Bipartite Modularity
Table 3
Values of each index on the iris dataset.
| Clusters | CSBM | WGLI | PC | PE | MPC | MPE | CO | FM | EN |
| 2 | 0.7582 | 0.7966 | 0.8724 | 0.0833 | 0.7668 | 0.0844 | 0.8840 | 0.8399 | 0.2507 | 3 | 0.7744 | 0.7427 | 0.7660 | 0.1682 | 0.6599 | 0.1716 | 0.8129 | 0.9815 | 0.1338 | 4 | 0.7625 | 0.6926 | 0.6699 | 0.2468 | 0.5672 | 0.2536 | 0.7130 | 0.8652 | 0.1304 | 5 | 0.7593 | 0.6824 | 0.6508 | 0.2871 | 0.5690 | 0.2970 | 0.7072 | 0.8458 | 0.0888 | 6 | 0.7646 | 0.6472 | 0.5931 | 0.3474 | 0.5161 | 0.3618 | 0.6035 | 0.7968 | 0.0825 | 7 | 0.7647 | 0.6248 | 0.5447 | 0.3856 | 0.4725 | 0.4045 | 0.5832 | 0.7232 | 0.0446 |
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