Table 8.

Performance comparison with previous studies using newly released data from miRBase.

Tool	Positive dataset/negative dataset	TP	TN	FP	FN	SN	SP	ACC	Balanced ACC	MCC
Triplet-SVM		22	88	8	10	68.75%	91.67%	85.94%	80.21%	0.62
MiPred		20	79	17	12	62.50%	82.29%	77.34%	72.40%	0.43
miPred		24	85	11	8	75.00%	88.54%	85.16%	81.77%	0.62
miR-KDE	32/96	23	81	15	9	71.88%	84.38%	81.25%	78.13%	0.53
microPred		23	86	10	9	71.88%	89.58%	85.16%	80.73%	0.61
MiRenSVM		19	81	15	13	59.38%	84.38%	78.13%	71.88%	0.43
miR-BAG		22	82	14	10	68.75%	85.42%	81.25%	77.08%	0.52
ViralmiR		25	85	11	7	78.13%	88.54%	85.94%	83.33%	0.64