Table 6.

SMOTE equilibrium results 2008

	NB		J48		SVM
Instances	Acc. (%)	F-M	Acc. (%)	F-M	Acc. (%)	F-M
100	68.12	0.673	77.54	0.773	70.71	0.691
200	67.39	0.666	88.41	0.885	73.74	0.726
300	67.39	0.666	88.89	0.889	76.1	0.754
400	69.2	0.685	93.48	0.935	75.6	0.748
500	69.28	0.685	94.35	0.943	76.5	0.759
600	71.01	0.704	96.86	0.969	76.24	0.756
700	73.05	0.724	96.6	0.966	77.02	0.764
800	72.79	0.721	97.3	0.973	76.56	0.759
900	72.76	0.721	97.28	0.973	76.11	0.754
1000	71.65	0.709	97.55	0.975	77	0.764