Decoupling Decision-Making in Fraud Prevention through Classifier Calibration for Business Logic Action

Benchmark Model Rank Results
fraud-detection-on-baf-baseCatBoost–Recall @ 5% FPR: 52.4%
fraud-detection-on-baf-baseLightGBM–Recall @ 5% FPR: 54.3%
fraud-detection-on-baf-baseMLP–NN–Recall @ 5% FPR: 49.6%