Coordination Detection on IRA Twitter U.S. Election 2016 (unsupervised)
87.2APVigDet
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VigDetFiltering Strategy=Power Filtering (PF)2021.10 | 87.2 | 95 | 75.2 | 91.7 | 63.9 | 79.3 | 85.7 | |
| VigDetFiltering Strategy=Temporal Logic Filtering (TL)2021.10 | 86.1 | 94.6 | 73.4 | 95.1 | 59.9 | 79.6 | 84.8 | |
| VigDet-EFiltering Strategy=Temporal Logic Filtering (TL), Optimization=Single E-step2021.10 | 85.5 | 94.6 | 73.1 | 95.3 | 59.4 | 79.5 | 84.6 | |
| VigDet-EFiltering Strategy=Power Filtering (PF), Optimization=Single E-step2021.10 | 85.1 | 94.3 | 73.6 | 92.7 | 61.2 | 78.8 | 84.9 | |
| VigDet-PLFiltering Strategy=Power Filtering (PF), Objective Function=Pseudo Likelihood2021.10 | 84.5 | 95 | 71.9 | 91.4 | 59.6 | 79.3 | 83.9 | |
| VigDet-PLFiltering Strategy=Temporal Logic Filtering (TL), Objective Function=Pseudo Likelihood2021.10 | 83.3 | 94 | 70.7 | 89.6 | 59 | 77.8 | 83.2 | |
| AMDN-HAGE + k-MeansMode=Unsupervised2021.10 | 82 | 93.3 | 73 | 90.9 | 61.2 | 77 | 84.5 | |
| AMDN-HAGEMode=Unsupervised2021.10 | 80.5 | 89.9 | 69.6 | 94.3 | 55.5 | 75.8 | 82.7 | |
| HPMode=Unsupervised2021.10 | 29.8 | 56.7 | 44.2 | 42.1 | 46.6 | 46 | 66.7 | |
| IRLMode=Unsupervised2021.10 | 23.9 | 68.7 | 35.3 | 27.5 | 49.4 | 38.6 | 58.8 | |
| Co-activityMode=Unsupervised2021.10 | 16.9 | 52.5 | 24.6 | 17.8 | 40.7 | 27.1 | 49.5 | |
| ClickstreamMode=Unsupervised2021.10 | 16.5 | 53.2 | 21 | 20.6 | 21.6 | 21 | 53.1 |