Table 1 AUC-PR for triangle prediction on high-school contact data and synthetic hypergraphs from the linear model.
Data (train:test) | Random | Linear | Arith mean | Geo mean | Harm mean |
|---|---|---|---|---|---|
Highschool (80:20) | 5.3e−5 | 9.3e−4 | 9.4e−4 | 6.2e−3 | 6.0e−3 |
Highschool (60:40) | 1.2e−4 | 1.2e−3 | 2.1e−3 | 1.1e−2 | 1.1e−2 |
Highschool (20:80) | 2.6e−4 | 9.8e−3 | 3.9e−3 | 7.6e−3 | 7.4e−3 |
Primary school (80:20) | 3.2e−4 | 8.4e−3 | 3.3e−3 | 1.6e−2 | 1.7e−2 |
Primary school (60:40) | 1.1e−3 | 1.2e−2 | 9.9e−3 | 2.2e−2 | 2.2e−2 |
Primary school (20:80) | 1.6e−3 | 3.0e−2 | 1.6e−2 | 2.2e−2 | 2.1e−2 |
Linear model (80:20) | 6.4e−3 | 1.6e−1 | 4.1e−2 | 7.8e−2 | 7.7e−2 |
Linear model (60:40) | 1.3e−2 | 2.8e−1 | 8.5e−2 | 1.8e−1 | 1.8e−1 |
Linear model (20:80) | 3.2e−2 | 3.0e−1 | 1.1e−1 | 1.4e−1 | 1.3e−1 |
