Table 4 The identifiability of each type of key agent using the random forest classifier
From: Characterizing key agents in the cryptocurrency economy through blockchain transaction analysis
Type | Precision | Recall | F1 |
|---|---|---|---|
Centralized exchange | 0.938 | 0.910 | 0.924 |
Decentralized exchange | 0.990 | 0.980 | 0.985 |
Wallet | 1.000 | 0.950 | 0.974 |
Token issuer | 0.750 | 0.780 | 0.765 |
Airdrop service | 0.843 | 0.910 | 0.875 |
Gaming service | 0.727 | 0.640 | 0.681 |