Inconsistency of evaluation metrics in link prediction.
Yilin BiXinshan JiaoYan-Li LeeTao ZhouPublished in: CoRR (2024)
Keyphrases
- evaluation metrics
- link prediction
- social networks
- random walk
- precision and recall
- social network analysis
- complex networks
- bipartite graph
- multi relational
- collaborative filtering
- network structure
- learning to rank
- evaluation measures
- missing links
- supervised learning
- heterogeneous networks
- topological features
- link formation
- social ties
- graph kernels
- classification accuracy
- natural language