Machine Learning-Based Ransomware Classification of Bitcoin Transactions

Table 4

Classification models without handling imbalanced data.

Metric	LR	RF	XGBoost
Accuracy (%)	90.39	83.17	89.09
Precision (%)	77.12	51.6	71.6
Recall (%)	73.7	43.72	73.88
F1-score (%)	74.77	47.33	72.72