Table 5 One-Class Classification Algorithms
From: Investigating the effectiveness of one-class and binary classification for fraud detection
Classifier | AUC | AUPRC |
|---|---|---|
One-Class GMM (Sigmoid) | 0.7289 | 0.1481 |
OCAN | 0.5533 | 0.0015 |
One-Class SVM (Isotonic) | 0.5127 | 0.0031 |