Research Article
Diagnostic Accuracy Comparison of Artificial Immune Algorithms for Primary Headaches
Table 8
Detailed accuracy by class for the CLONALG algorithm.
| Class | TP rate | FP rate | Precision | Recall | -measure | ROC area | Accuracy |
| Migraine | 0.998 | 0.033 | 0.987 | 0.998 | 0.993 | 0.983 | 99.80% | Cluster | 0.911 | 0 | 1 | 0.911 | 0.953 | 0.955 | 91.10% | Tension | 0.978 | 0.005 | 0.984 | 0.978 | 0.981 | 0.987 | 97.80% | No headache | 0 | 0 | 0 | 0 | 0 | 0.5 | 0.00% | Weighted avg | 0.987 | 0.025 | 0.986 | 0.987 | 0.986 | 0.981 | 98.70% |
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