Research Article

Predicting Missing Links Based on a New Triangle Structure

Table 6

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 0.2027 0.1993 0.1991 0.1989 0.2058 0.4561 0.4558 0.20240.1978
CE 0.2234 0.2033 0.1998 0.2006 0.2473 0.5268 0.5224 0.20290.1945
Dolphin 0.4040 0.3998 0.4004 0.3995 0.4108 0.7976 0.8029 0.43150.3993
Email 0.3274 0.3257 0.3261 0.3257 0.3298 0.6821 0.6829 0.33520.3253
FW 0.4008 0.3989 0.3956 0.3971 0.3900 0.4128 0.4032 0.37490.3259
Hamster 0.3721 0.3696 0.3690 0.3697 0.3756 0.7388 0.7387 0.37100.3644
HEP 0.28100.28080.28080.2808 0.2811 0.7070 0.7079 0.3609 0.2809
Karate 0.4347 0.4061 0.4017 0.4030 0.4376 0.8301 0.8181 0.44780.3893
PB 0.1124 0.1093 0.1085 0.1082 0.1159 0.2109 0.2080 0.11010.1034
USAir 0.0960 0.08590.08120.0812 0.0989 0.1781 0.1734 0.0952 0.0864
Word 0.4796 0.4757 0.4775 0.4753 0.5013 0.8580 0.8580 0.47280.4621
Yeast 0.6114 0.6110 0.6111 0.6110 0.6118 0.8392 0.8402 0.62980.6104