Table 4.

Performances of transductive learning on S. cerevisiae using different Pearson’s correlation.

Pearson’s correlation	#Edge	Hop 0 (without neighbors)					Hop 1 (with neighbors)
		Accuracy	Precision	Recall	MCC	AUC	Accuracy	Precision	Recall	MCC	AUC
0.8	54,124	0.570 ± 0.003	0.585 ± 0.004	0.473 ± 0.003	0.143 ± 0.006	0.726 ± 0.005	0.686 ± 0.080	0.682 ± 0.073	0.909 ± 0.002	0.398 ± 0.163	0.793 ± 0.057
0.9	10,836	0.564 ± 0.001	0.580 ± 0.002	0.455 ± 0.003	0.131 ± 0.002	0.730 ± 0.001	0.728 ± 0.011	0.737 ± 0.012	0.884 ± 0.008	0.459 ± 0.020	0.904 ± 0.010
0.95	6,224	0.558 ± 0.002	0.576 ± 0.003	0.434 ± 0.004	0.120 ± 0.004	0.718 ± 0.001	0.681 ± 0.095	0.698 ± 0.089	0.910 ± 0.015	0.360 ± 0.020	0.900 ± 0.087
1.0	4,288	0.561 ± 0.002	0.581 ± 0.003	0.435 ± 0.002	0.127 ± 0.005	0.723 ± 0.001	0.658 ± 0.081	0.663 ± 0.069	0.928 ± 0.002	0.317 ± 0.002	0.899 ± 0.079