Research Article
A SA-ANN-Based Modeling Method for Human Cognition Mechanism and the PSACO Cognition Algorithm
Table 12
Recognition results of CNIS-III for transformed sample.
| Targets | Recognition results | Recognition rate/% | | | | | BP | SA | RBM | PSACO | BP | SA | RBM | PSACO | BP | SA | RBM | PSACO | BP | SA | RBM | PSACO | BP | SA | RBM | PSACO |
| | 382 | 460 | 455 | 488 | 44 | 15 | 5 | 4 | 25 | 15 | 25 | 6 | 49 | 10 | 15 | 2 | 76.4 | 92.0 | 91.0 | 97.6 | | 42 | 17 | 12 | 8 | 366 | 442 | 453 | 477 | 55 | 31 | 28 | 8 | 37 | 10 | 7 | 7 | 73.2 | 88.4 | 90.6 | 95.4 | | 35 | 6 | 19 | 4 | 58 | 10 | 11 | 4 | 388 | 454 | 442 | 490 | 33 | 19 | 28 | 2 | 77.6 | 90.8 | 88.4 | 98.0 | | 22 | 4 | 18 | 2 | 50 | 17 | 15 | 8 | 43 | 15 | 17 | 4 | 385 | 464 | 450 | 486 | 77.0 | 92.8 | 90.0 | 97.2 |
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