Diagnostic Accuracy Comparison of Artificial Immune Algorithms for Primary Headaches

Table 4

Detailed accuracy by class for Immunos-99 algorithm.

Class	TP rate	FP rate	Precision	Recall	-measure	ROC area	Accuracy
Migraine	0.949	0	1	0.949	0.974	0.975	94.90%
Cluster	0.929	0	1	0.929	0.963	0.964	92.90%
Tension	0.995	0.05	0.847	0.995	0.915	0.973	99.50%
No headache	0	0.005	0	0	0	0.498	0.00%
Weighted avg	0.956	0.011	0.966	0.956	0.959	0.973	95.60%