Table 1.

Performance on the testing set for the SVM-based model.

Model	SVM-imbalance			SVM-balance
Dataset	S	H	A	S	H	A
ACC	0.75	0.80	0.71	0.76	0.74	0.85
SN	0.56	0.64	0.65	0.83	0.81	0.83
SP	0.90	0.93	1.0	0.71	0.70	0.92
AUC	0.86	0.88	0.93	0.85	0.85	0.92
MCC	0.50	0.60	0.47	0.54	0.50	0.60

^*H, S, and A stand for H. sapiens, S. cerevisiae, and A. thaliana species respectively.