ResearchBenchmarksNode Classification on Insurance Fraud Dataset Company (test)Node Classification on Insurance Fraud Dataset Company (test)Follow79AUC-ROCG-GBM67.5670.5373.576.47Oct 7, 2025Evaluation resultsMethodMethodLinksAUC-ROCAUC-PRG-GBMTraining time (s)=27.85Training time (s)=27.852025.107977LGBTraining time (s)=0.46Training time (s)=0.462025.107775HinSAGETraining time (s)=4368.40Training time (s)=4368.402025.107676HGTTraining time (s)=2344.61Training time (s)=2344.612025.107473HANTraining time (s)=1905.47Training time (s)=1905.472025.106864