Table 9 Average performance comparison with state-of-art methods.

Methods	Accuracy	Precision	Recall	Specificity	F-score	Error rate	Time taken (S)
K-NN	0.70	0.71	0.68	0.72	0.70	0.30	49
NN	0.88	0.87	0.89	0.86	0.88	0.12	72
SVM	0.71	0.73	0.66	0.75	0.69	0.28	57
DT	0.72	0.74	0.68	0.76	0.71	0.27	32
NB	0.74	0.76	0.70	0.78	0.73	0.27	19
DT-SVM	0.82	0.84	0.79	0.85	0.81	0.19	90
NB-KNN	0.76	0.79	0.73	0.80	0.75	0.24	199
DT-SVM-KNN	0.79	0.81	0.75	0.82	0.78	0.21	119
NB-NN-DT	0.87	0.89	0.85	0.89	0.87	0.14	45
SVM-NB-KNN	0.84	0.86	0.82	0.87	0.83	0.15	70
NeuroEvoClass	0.92	0.91	0.89	0.91	0.90	0.09	75

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