Virality Prediction on Meme Dataset (test)
0.8PR AUCXGBoost
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| XGBoostTime Window (min)=420, Duration (s)=25.812025.10 | 0.8 | 0.98 | 0.73 | |
| XGBoostTime Window (min)=360, Duration (s)=26.242025.10 | 0.77 | 0.97 | 0.69 | |
| MLP Neural NetworkTime Window (min)=420, Duration (s)=155.232025.10 | 0.77 | 0.96 | 0.69 | |
| XGBoostTime Window (min)=300, Duration (s)=26.212025.10 | 0.75 | 0.97 | 0.66 | |
| MLP Neural NetworkTime Window (min)=360, Duration (s)=154.412025.10 | 0.75 | 0.96 | 0.67 | |
| XGBoostTime Window (min)=240, Duration (s)=26.082025.10 | 0.72 | 0.96 | 0.66 | |
| MLP Neural NetworkTime Window (min)=300, Duration (s)=156.942025.10 | 0.72 | 0.95 | 0.64 | |
| MLP Neural NetworkTime Window (min)=240, Duration (s)=155.642025.10 | 0.69 | 0.94 | 0.62 | |
| XGBoostTime Window (min)=180, Duration (s)=26.142025.10 | 0.68 | 0.96 | 0.62 | |
| XGBoostTime Window (min)=120, Duration (s)=25.502025.10 | 0.65 | 0.95 | 0.57 | |
| MLP Neural NetworkTime Window (min)=180, Duration (s)=167.872025.10 | 0.64 | 0.93 | 0.6 | |
| MLP Neural NetworkTime Window (min)=120, Duration (s)=154.672025.10 | 0.59 | 0.92 | 0.52 | |
| XGBoostTime Window (min)=60, Duration (s)=24.912025.10 | 0.54 | 0.94 | 0.51 | |
| MLP Neural NetworkTime Window (min)=60, Duration (s)=156.322025.10 | 0.48 | 0.9 | 0.39 | |
| XGBoostTime Window (min)=30, Duration (s)=31.762025.10 | 0.43 | 0.92 | 0.44 | |
| MLP Neural NetworkTime Window (min)=30, Duration (s)=169.622025.10 | 0.38 | 0.88 | 0.24 |