RIFF: Inducing Rules for Fraud Detection from Decision Trees

Benchmark Model Rank Results
fraud-detection-on-baf-baseCART–Recall @ 1% FPR: 16%
fraud-detection-on-baf-baseCART+RIFF–Recall @ 1% FPR: 18.4%
fraud-detection-on-baf-baseFIGS–Recall @ 1% FPR: 21%
fraud-detection-on-baf-baseFIGS+RIFF–Recall @ 1% FPR: 15.8%
fraud-detection-on-baf-baseFIGU+RIFF–Recall @ 1% FPR: 15.5%
fraud-detection-on-baf-baseLightGBM–Recall @ 1% FPR: 25.2%