Research Article
RETRACTED: Linkboost: A Link Prediction Algorithm to Solve the Problem of Network Vulnerability in Cases Involving Incomplete Information
Table 2
Comparison of link prediction results.
| AUC | AUC-logistic | K-means undersampled | Entropy | RankSVM | Adaboost | Linkboost |
| ArXiv hep-th | 0.9098 | 0.6502 | 0.8239 | 0.8412 | 0.7715 | 0.9122 | Cora citation | 0.9397 | 0.7201 | 0.9066 | 0.8239 | 0.8024 | 0.9401 | Facebook | 0.8510 | 0.7701 | 0.7923 | 0.6248 | 0.8122 | 0.8517 | Skitter | 0.8760 | 0.7245 | 0.7966 | 0.8539 | 0.8038 | 0.8839 |
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