Research Article

Predicting Missing Links Based on a New Triangle Structure

Table 5

The ranking score of different methods in 12 networks. The results are the average of 50 independent implementations with . The best performance for each network is emphasized by boldface.

ā€‰ CN AA RA ADP CAR CAA CRA CCLP TRA

ADV 0.1700 0.1663 0.1660 0.1657 0.1727 0.3780 0.3776 0.16900.1647
CE 0.1807 0.1613 0.1568 0.1574 0.2015 0.3930 0.3904 0.16030.1518
Dolphin 0.3271 0.3223 0.32320.3220 0.3338 0.6788 0.6788 0.3311 0.3234
Email 0.2745 0.2727 0.2731 0.2726 0.2771 0.5941 0.5942 0.27930.2724
FW 0.3986 0.3965 0.3925 0.3939 0.3844 0.3873 0.3821 0.37220.3179
Hamster 0.3323 0.3295 0.3287 0.3295 0.3357 0.6769 0.6768 0.32970.3234
HEP 0.20080.20050.20050.2005 0.2009 0.5839 0.5839 0.2729 0.2007
Karate 0.3393 0.3034 0.2922 0.2913 0.3391 0.7424 0.7424 0.34500.2708
PB 0.0988 0.0957 0.0944 0.0942 0.1013 0.1675 0.1657 0.09670.0899
USAir 0.0795 0.06880.06320.0632 0.0820 0.1332 0.1290 0.0782 0.0700
Word 0.4396 0.4362 0.4387 0.4360 0.4631 0.7862 0.7860 0.43170.4201
Yeast 0.5739 0.5734 0.5735 0.5734 0.5743 0.7989 0.7989 0.58950.5727