Research Article
A Weight Possibilistic Fuzzy C-Means Clustering Algorithm
Table 5
Typicality values of PFCM and WPFCM on X12.
| Dataset | FCM (m = 2) | PFCM (m = 2, q = 2, a = 1, b = 1) | WPFCM (m = 1.5, q = 5) | T1 | T2 | T1 | T2 |
| x1 | — | — | 0.1142 | 0.6225 | 0.4160 | 0.9271 | x2 | — | — | 0.1660 | 0.8021 | 0.4598 | 0.9891 | x3 | — | — | 0.1717 | 0.9536 | 0.4659 | 1.0000 | x4 | — | — | 0.1580 | 0.6437 | 0.4561 | 0.9438 | x5 | — | — | 0.2796 | 0.8416 | 0.5527 | 0.9961 | x6 | — | — | 0.4924 | 0.4924 | 0.7383 | 0.7383 | x7 | — | — | 0.8416 | 0.2796 | 0.9961 | 0.5527 | x8 | — | — | 0.8021 | 0.1660 | 0.9891 | 0.4598 | x9 | — | — | 0.9536 | 0.1717 | 1.0000 | 0.4659 | x10 | — | — | 0.6437 | 0.1580 | 0.9438 | 0.4561 | x11 | — | — | 0.6225 | 0.1142 | 0.9271 | 0.4160 | x12 | — | — | 0.0729 | 0.0729 | 0.3730 | 0.3730 |
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