Link Trustworthiness Evaluation over Multiple Heterogeneous Information Networks

Table 5

Performance of multi-HITE over different datasets with different levels of noise.

Dataset	DBP1-WD		DBP2-YAGO		YAGO-WD		DBP1-YAGO-DBP2-WD
	acc.	F1	acc.	F1	acc.	F1	acc.	F1
10% neg.	0.91	0.92	0.90	0.90	0.91	0.91	0.91	0.92
20% neg.	0.90	0.91	0.90	0.90	0.89	0.89	0.91	0.92
40% neg.	0.92	0.92	0.89	0.89	0.89	0.89	0.90	0.90

“acc.” and “F1” denote the accuracy and F1-score of estimations, respectively.