Ethereum Ponzi Scheme Detection Based on PD-SECR

Table 2

Comparison of the detection performance of various methods.

Method	Precision (%)	Recall (%)	F1-score (%)
XGBoost	83	69	75
RF	89	62	73
LightGBM	83	70	73
LinearSVC	64	58	60
DT	64	67	65
PD-SECR	98	99	98