Table 2. Datasets used in our experimental setup.

Dataset name	Number of Samples	Number of features	Number of positive/negative	Reference
TIS	25604	81	12802/12802	[36]
TFTF	674	1062	339/335	[32]
Medelon	2600	500	1300/1300	[37]
Wdbc	569	30	357/212	[37]
Promoters	106	57	53/53	[37]
Pre-miRNAs	9185	48	691/8494	[38]
Lung cancer (microarrays)	187	19993	90/97	[39]
Leukemia (microarrays)	72	7129	47/25	[40]
Prostate cancer (microarrays)	102	2135	52/50	[41]