Research Article
Diagnostic Accuracy Comparison of Artificial Immune Algorithms for Primary Headaches
Table 10
Overall benchmark results of the algorithms.
| Algorithms | Immunos-1 | Immunos-2 | Immunos-99 | AIRS1 | AIRS2 | AIRS2-Parallel | CLONALG | CSCA |
| Correctly classified instances | 803 | 609 | 813 | 844 | 840 | 847 | 839 | 843 | Accuracy | 94.4706% | 71.6471% | 95.6471% | 99.2941% | 98.8235% | 99.6471% | 98.7059% | 99.1765% | Incorrectly classified instances | 47 | 241 | 37 | 6 | 10 | 3 | 11 | 7 | Inaccuracy | 5.5294% | 28.3529% | 4.3529% | 0.7059% | 1.1765% | 0.3529% | 1.2941% | 0.8235% | Classification time in seconds | 0.05 | 0.02 | 0.48 | 1.12 | 5.37 | 12.45 | 0.81 | 4.03 |
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