From: Unsupervised evaluation of multiple node ranks by reconstructing local structures
 |  | Structural Measures | Local Structure Measures |  | ||||
---|---|---|---|---|---|---|---|---|
Network | Examples | Cond/nce | Density | Modularity | LinkCC | LinkAUC | HopAUC | AUC |
Amazon | 0.1% | 24% | 23% | 13% | 0% | 0% | 0% | 0% |
Amazon | 1% | 5% | 4% | 5% | 4% | 1% | 1% | 1% |
Amazon | 10% | 9% | 4% | 7% | 2% | 2% | 6% | 0% |
Amazon | 25% | 10% | 14% | 19% | 2% | 6% | 6% | 1% |
Amazon | 50% | 35% | 13% | 17% | 12% | 4% | 4% | 2% |
DBLP | 0.1% | 8% | 5% | 3% | 7% | 3% | 4% | 0% |
DBLP | 1% | 4% | 5% | 3% | 7% | 15% | 0% | 0% |
DBLP | 10% | 3% | 0% | 9% | 5% | 0% | 0% | 4% |
DBLP | 25% | 7% | 3% | 9% | 6% | 10% | 15% | 9% |
DBLP | 50% | 9% | 20% | 11% | 5% | 7% | 7% | 21% |
BlockModel | 0.1% | 32% | 18% | 32% | 8% | 8% | 8% | 0% |
BlockModel | 1% | 32% | 14% | 0% | 39% | 9% | 10% | 0% |
BlockModel | 10% | 48% | 20% | 11% | 51% | 31% | 16% | 0% |
BlockModel | 25% | 45% | 17% | 24% | 27% | 24% | 24% | 0% |
BlockModel | 50% | 27% | 38% | 0% | 28% | 14% | 2% | 12% |
CiteSeer | 0.1% | 10% | 3% | 3% | 1% | 2% | 2% | 3% |
CiteSeer | 1% | 3% | 4% | 3% | 4% | 2% | 4% | 3% |
CiteSeer | 10% | 10% | 5% | 10% | 2% | 6% | 6% | 6% |
CiteSeer | 25% | 12% | 5% | 12% | 3% | 8% | 8% | 6% |
CiteSeer | 50% | 7% | 10% | 7% | 2% | 3% | 3% | 1% |
PubMed | 0.1% | 6% | 13% | 2% | 12% | 19% | 18% | 0% |
PubMed | 1% | 6% | 9% | 7% | 6% | 12% | 7% | 1% |
PubMed | 10% | 8% | 6% | 4% | 19% | 9% | 9% | 0% |
PubMed | 25% | 12% | 8% | 4% | 29% | 4% | 4% | 0% |
PubMed | 50% | 7% | 11% | 5% | 22% | 4% | 3% | 0% |
Number of gaps ≤9% | 13 | 13 | 17 | 16 | 19 | 20 | 23 | |
Number of gaps ≤13% | 18 | 17 | 22 | 18 | 21 | 20 | 24 |