From: Detecting malicious accounts in permissionless blockchains using temporal graph properties
Reference
Classifier
Accuracy balanced
Precision
Recall
F1 score
MCC
Mal
Ben
Score
Ostapowicz and Zbikowski (2019)
RandomForest
0.64
0.98
1.00
0.29
0.44
0.52
SVM*
–
XGBoost
0.85
0.97
0.7
0.91
0.81
Singh (2019)
KNN
0.73
0.89
0.99
0.48
0.62