From: Characterizing key agents in the cryptocurrency economy through blockchain transaction analysis
Groups of features | Accuracy | Macro Precision | Macro Recall | Macro F1 |
---|---|---|---|---|
Volume | 0.488 | 0.675 | 0.552 | 0.469 |
Temporal | 0.804 | 0.767 | 0.728 | 0.730 |
Network size | 0.813 | 0.752 | 0.737 | 0.737 |
Network structure | 0.665 | 0.610 | 0.612 | 0.605 |
Temporal + Volume | 0.844 | 0.827 | 0.813 | 0.814 |
Size + Volume | 0.851 | 0.820 | 0.820 | 0.811 |
Size + Temporal | 0.857 | 0.854 | 0.820 | 0.827 |
Size + Structure | 0.848 | 0.816 | 0.787 | 0.789 |
Structure + Volume | 0.790 | 0.759 | 0.752 | 0.749 |
Structure + Temporal | 0.834 | 0.839 | 0.765 | 0.775 |
Size + Temporal + Volume | 0.867 | 0.853 | 0.848 | 0.845 |
Structure + Temporal + Volume | 0.872 | 0.867 | 0.833 | 0.841 |
Size + Structure + Volume | 0.861 | 0.828 | 0.813 | 0.814 |
Size + Structure + Temporal | 0.882 | 0.889 | 0.847 | 0.850 |
All groups of features | 0.893 | 0.888 | 0.862 | 0.865 |