Integration Strategy Is a Key Step in Network-Based Analysis and Dramatically Affects Network Topological Properties and Inferring Outcomes

Table 2

The coverage of each network built by 11 integration strategies.

Strategy	Number	Coverage
Union	145534	1
Intersection	497	0.0034
2-Vote	40766	0.2801
3-Vote	12891	0.0886
Naive Bayes	134095	0.9214
Bayesian Networks	140956	0.9685
Logistic Regression	140746	0.9671
SVM	142226	0.9773
Random Tree	114598	0.7874
Random Forest	139082	0.9557
J48	120541	0.8283

Note: Number stands for the number of the predicted interaction pairs by each integration strategy. Percentage represents the ratio of the number of the predicted interaction pairs to the number of total interaction pairs in the five databases.