Research Article
Intuitionistic Fuzzy Possibilistic C Means Clustering Algorithms
Table 10
Clustering results of IFPCM algorithm on multiclass datasets.
| Dataset |
Actual class label | Number of cluster | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
| Thyroid | 1 | 150 | | | | | | | | 2 | 12 | 23 | | | | | | | 3 | 9 | | 21 | | | | | |
| Ecoli | 1 | 21 | 20 | 102 | | | | | | 2 | 59 | 9 | 9 | | | | | | 3 | 1 | | 1 | | | | | | 4 | 1 | | 1 | | | | | | 5 | 30 | 2 | 3 | | | | | | 6 | 2 | 2 | 16 | | | | | | 7 | 2 | | 3 | | | | | | 8 | 9 | 4 | 39 | | | | | |
| Glass | 1 | 46 | 24 | | | | | | | 2 | 39 | 25 | 12 | | | | | | 3 | 12 | 5 | | | | | | | 4 | 2 | 3 | 8 | | | | | | 5 | 5 | | 4 | | | | | | 6 | 5 | | 24 | | | | | |
| Vowel | 1 | | | | | 54 | 9 | 27 | | 2 | | 24 | | | 45 | 9 | 12 | | 3 | | 16 | 33 | | 35 | | | 6 | 4 | | 55 | 3 | 20 | | | | 12 | 5 | | 33 | 14 | 17 | 5 | | | 21 | 6 | 5 | 26 | 2 | 35 | | 12 | | 10 | 7 | 25 | 5 | | 55 | | 5 | | | 8 | 39 | 2 | 3 | 25 | 3 | 3 | 3 | 12 | 9 | 46 | | | 9 | 12 | 5 | 12 | 6 | 10 | 15 | 36 | 4 | 12 | 4 | | 3 | 16 | 11 | | | | | 46 | 11 | 33 | |
| Vehicle | 1 | 115 | 2 | 82 | | | | | | 2 | 64 | 114 | 39 | | | | | | 3 | 72 | 60 | 86 | | | | | | 4 | 60 | 119 | 33 | | | | | |
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