Table 4.

SMOTE equilibrium results 2005

	NB		J48		SVM
Instances	Acc. (%)	F-M	Acc. (%)	F-M	Acc. (%)	F-M
100	93.77	0.936	95.44	0.954	79.14	0.759
200	93.88	0.937	97.66	0.977	79.14	0.759
300	93.81	0.937	97.99	0.98	80.43	0.776
400	93.53	0.934	98.44	0.984	83.33	0.815
500	93.63	0.935	98.66	0.987	83.66	0.819
600	94.15	0.94	98.83	0.988	83.63	0.818
700	92.09	0.918	90.65	0.906	48.2	0.422
800	94.24	0.941	90.65	0.906	78.42	0.751
900	93.92	0.938	99.04	0.99	84.09	0.824
1000	94.17	0.94	99.28	0.993	84.89	0.834