Research Article
Intuitionistic Fuzzy Kernel Matching Pursuit Based on Particle Swarm Optimization for Target Recognition
Table 7
Testing of artificial dataset.
| Title |
Training set | Tested data | Method | Training time (s) | Accuracy (%) | Std. of error (%) |
| TBM | Positive: 122 Negative: 478 | Positive: 83 | KMP | 0.285 | 47.76 | 6.49 | IFKMP | 0.289 | 80.89 | 4.26 | PS-IFKMP | 0.116 | 81.65 | 4.75 |
| CM | Positive: 223 Negative: 387 | Positive: 148 | KMP | 0.247 | 67.35 | 5.62 | IFKMP | 0.254 | 84.66 | 4.88 | PS-IFKMP | 0.095 | 85.99 | 4.37 |
| SA | Positive: 188 Negative: 412 | Positive: 125 | KMP | 0.234 | 54.26 | 6.36 | IFKMP | 0.255 | 82.75 | 4.65 | PS-IFKMP | 0.130 | 82.51 | 5.02 |
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