The Optimized Anomaly Detection Models Based on an Approach of Dealing with Imbalanced Dataset for Credit Card Fraud Detection

Table 3

Performance comparison with existing models.

	Classifier	Accuracy	Precision	Recall	score
1	Logistic regression	0.92	0.92	1.00	0.96
2	-nearest neighbors	0.91	0.92	0.99	0.95
3	Decision tree	0.84	0.93	0.90	0.91
4	Gaussian NB	0.92	0.92	1.00	0.96