Research Article
An Extension of the Fuzzy Possibilistic Clustering Algorithm Using Type-2 Fuzzy Logic Techniques
Table 16
Hypothesis test for IT2PE, IT2XB, and IT2MPE-DMFP indices of validation for the Ionosphere dataset clustering.
| | Dataset | Validation index | Algorithm | | | | -value | -critical value | value |
| | Ionosphere | IT2PE | IT2FCM | 30 | 0.466290024 | | | 1.645 | 0 | | IT2FPCM | 0.462462683 | | | IT2XB | IT2FCM | 30 | 0.622362066 | | | 1.645 | 1 | | IT2FPCM | 0.625045136 | | | IT2MPE-DMFP | IT2FCM | 30 | 0.378715301 | | | 1.645 | 0 | | IT2FPCM | 0.374904357 | |
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