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

Figure 1

The example of isolation forest partitioning non-anomalous and anomalous points [5].

(a) Isolating

(b) Isolating