TABLE 5.

Prediction performance on the three plant PPI dataset with different information.

Dataset	Feature	ACC. (%)	Sen. (%)	Spec. (%)	PR. (%)	MCC. (%)	AUC
A. thaliana	Behavior	82.33 ± 1.09	90.40 ± 1.38	74.16 ± 3.16	77.83 ± 1.99	65.48 ± 1.87	0.9078 ± 0.0088
	Attribute	72.87 ± 0.93	59.26 ± 4.16	86.48 ± 2.89	81.58 ± 2.28	47.63 ± 1.35	0.7632 ± 0.0048
	Multiple	89.47 ± 0.32	91.47 ± 0.27	87.48 ± 0.88	87.97 ± 0.72	79.02 ± 0.61	0.9548 ± 0.0034
Zea mays	Behavior	92.02 ± 0.43	93.61 ± 1.10	90.43 ± 0.91	90.73 ± 0.73	84.09 ± 0.86	0.9627 ± 0.0029
	Attribute	90.41 ± 0.77	91.07 ± 2.10	89.75 ± 0.74	89.89 ± 0.50	80.85 ± 1.59	0.9476 ± 0.0060
	Multiple	95.00 ± 0.38	96.30 ± 0.38	93.69 ± 0.70	93.85 ± 0.63	90.02 ± 0.75	0.9867 ± 0.0025
Oryza sativa	Behavior	83.04 ± 0.09	89.59 ± 1.00	76.49 ± 1.07	79.22 ± 0.57	66.67 ± 0.20	0.9070 ± 0.0035
	Attribute	80.41 ± 1.60	83.51 ± 2.98	77.32 ± 0.89	78.63 ± 0.92	60.97 ± 3.32	0.8660 ± 0.0209
	Multiple	85.63 ± 0.17	86.38 ± 0.13	84.89 ± 0.23	85.11 ± 0.21	71.28 ± 0.35	0.9213 ± 0.0019