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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