Research Article
A Weight Possibilistic Fuzzy C-Means Clustering Algorithm
Table 9
Centroids generated by FCM, PCM, PFCM, and WPFCM for different initial centroids with IRIS.
| Initial centroids | PFCM (m = 2, q = 2, a = 1, b = 1) | WPFCM (m = 1.5, q = 1.5) |
| 0.5841 | 0.1078 | 0.9063 | 5.0034 | 5.9253 | 6.6157 | 5.0091 | 5.8912 | 6.5713 | 0.8797 | 0.8178 | 0.2607 | 3.3966 | 2.7901 | 3.0121 | 3.4092 | 2.7589 | 3.0028 | 0.5944 | 0.0225 | 0.4253 | 1.4869 | 4.4012 | 5.4510 | 1.4851 | 4.2622 | 5.5790 | 0.3127 | 0.1615 | 0.1788 | 0.2500 | 1.4094 | 1.9860 | 0.2532 | 1.3174 | 2.0347 |
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