Credit Card Fraud Detection through Parenclitic Network Analysis

Figure 3

(a) ROC curves of the classification, corresponding to the use of the raw features alone (blue line), of the parenclitic features (green line), and of the combined sets (black line). (b) ROC curves, obtained through the combined data set, as a function of the transaction sizes.

(a)

(b)