Research Article
Diagnostic Accuracy Comparison of Artificial Immune Algorithms for Primary Headaches
Table 6
Detailed accuracy by class for the AIRS2 algorithm.
| Class | TP rate | FP rate | Precision | Recall | -measure | ROC area | Accuracy |
| Migraine | 0.995 | 0.008 | 0.997 | 0.995 | 0.996 | 0.993 | 99.50% | Cluster | 0.911 | 0 | 1 | 0.911 | 0.953 | 0.955 | 91.10% | Tension | 0.995 | 0.012 | 0.958 | 0.995 | 0.976 | 0.991 | 99.50% | No headache | 0 | 0 | 0 | 0 | 0 | 0.5 | 0.00% | Weighted avg | 0.988 | 0.009 | 0.987 | 0.988 | 0.988 | 0.99 | 98.80% |
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