Table 7.

Performance comparison with previous studies using a partial dataset.

Tool	Positive dataset/negative dataset	TP	TN	FP	FN	SN	SP	ACC	Balanced ACC	MCC
Triplet-SVM		44	171	18	19	69.84%	90.47%	85.32%	80.15%	0.61
MiPred		41	175	14	22	65.07%	92.59%	85.71%	78.83%	0.60
miPred		42	177	12	21	66.66%	93.65%	86.90%	80.16%	0.64
miR-KDE	63/189	39	176	13	24	61.90%	93.18%	85.31%	77.51%	0.59
microPred		48	159	30	15	76.54%	84.12%	82.14%	80.16%	0.56
MiRenSVM		45	161	28	18	71.45%	85.21%	81.75%	78.30%	0.54
miR-BAG		46	166	23	17	73.01%	87.83%	84.13%	80.42%	0.59
Our approach		50	164	25	13	79.36%	86.77%	84.92%	83.06%	0.63