From: Prediction of new scientific collaborations through multiplex networks
Method | Precision | AUC | AUC [worst–best] |
---|---|---|---|
Random | 4.3⋅10−4 | 0.5 | [0.50–0.50] |
MC | 0.025 | 0.5421 | [0.5420–0.5422] |
NMC | 0.023 | 0.5422 | [0.5420–0.5422] |
CK | 0.012 | 0.6648 | [0.6082–0.6952] |
NCK | 0.005 | 0.6618 | [0.6082–0.6952] |
\(\mathit{AA}_{c}\) | 0.041 | 0.5635 | [0.5633–0.5636] |
\(\mathit{AA}_{r}\) | 0.017 | 0.6361 | [0.6282–0.6393] |
\(\mathit{AA}_{k}\) | 0.006 | 0.6481 | [0.0171–0.9951] |
\(\mathit{AA}_{a}\) | 0.006 | 0.6495 | [0.0147–0.9971] |
MAA (all triads) | 0.042 | 0.7620 | [0.0147–0.9971] |