Table 7. Area under ROC curve of the proposed Algorithm with ALO, PSO and CS.

Dataset	C4.5-SHO	ACO	PSO	CS
Monks	0.9935	0.9874	0.97668	0.9733
Car	0.98452	0.97908	0.97583	0.9659
Chess	0.99931	0.98612	0.9815	0.9503
Breast-cancer	0.9854	0.9795	0.9695	0.9581
Hayes	0.99616	0.92611	0.9442	0.9571
Abalone	0.9885	0.9828	0.9694	0.9566
Wine	0.9932	0.9830	0.8977	0.8964
Ionosphere	0.9954	0.9741	0.9630	0.9569
Iris	0.9873	0.9687	0.9656	0.9578
Scale	0.9858	0.9266	0.9165	0.8968
Average value	0.9909	0.96934	0.95599	0.94692