Table 3 Mean AUC and AUPRC scores by classifier for OCC type classifiers
From: Comparative analysis of binary and one-class classification techniques for credit card fraud data
Classifier | AUC | AUPRC |
|---|---|---|
One-Class GMM (scores converted with Sigmoid Calibration) | 0.9496 | 0.4971 |
OCAN | 0.9409 | 0.3471 |
One-Class SVM (scores converted with Isotonic Regression) | 0.9091 | 0.4165 |
One-Class SVM (scores converted with Sigmoid Calibration) | 0.9084 | 0.3775 |