Skip to main content

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