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Table 3 The prediction of five classifiers to the sample dataset

From: Characterizing key agents in the cryptocurrency economy through blockchain transaction analysis

Model Accuracy Macro Precision Macro Recall Macro F1
LR 0.771 0.756 0.740 0.738
SVM 0.750 0.636 0.657 0.636
MLP 0.840 0.804 0.780 0.785
LightGBM 0.890 0.879 0.853 0.858
Random Forest 0.893 0.888 0.862 0.865