Machine Learning-Based Ransomware Classification of Bitcoin Transactions

Table 5

Classification models by handling imbalanced data.

	LR	RF	XGBoost
Accuracy (%)	92.86	94.45	99.08
Precision (%)	93.03	97.1	99.86
Recall (%)	99.7	94.68	99.16
F1-score (%)	96.24	95.75	99.5