Table 3.

Classification results of two sampling methods and imbalance dataset.

	Sample		Results
	Positive	Negative	TP	TN	FP	FN
Imbalanced data	2297	8158	5	8151	25	2249
RENN	2131	2297	1758	1376	755	539
IHT	2291	2297	1864	1844	454	432