Research Article
Diagnostic Accuracy Comparison of Artificial Immune Algorithms for Primary Headaches
Table 7
Detailed accuracy by class for the AIRS2-Parallel algorithm.
| Class | TP rate | FP rate | Precision | Recall | -measure | ROC area | Accuracy |
| Migraine | 0.998 | 0 | 1 | 0.998 | 0.999 | 0.999 | 99.80% | Cluster | 0.982 | 0 | 1 | 0.982 | 0.991 | 0.991 | 98.20% | Tension | 1 | 0.005 | 0.984 | 1 | 0.992 | 0.998 | 100.00% | No headache | 0 | 0 | 0 | 0 | 0 | 0.5 | 0.00% | Weighted avg | 0.996 | 0.001 | 0.995 | 0.996 | 0.996 | 0.998 | 99.60% |
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