Financial Misstatement Detection on Financial Misstatement Dataset 2003-2014 (test)
19.95R-precisioniFPUXGB
Evaluation Results
| Method | Links | |
|---|---|---|
| iFPUXGBPU setting=true2026.05 | 19.95 | |
| Calibrated-iFPUPU setting=true2026.05 | 19.1 | |
| PUHRFPU setting=true2026.05 | 18.22 | |
| TabTransformer_gMLP_Cal_FLPU setting=false2026.05 | 17.63 | |
| RUSBoostPU setting=false2026.05 | 5.73 | |
| Fin-LRPU setting=false2026.05 | 4.7 | |
| Fin-SVMPU setting=false2026.05 | 3.4 | |
| LR-2y gapPU setting=false, Temporal gap=2 years2026.05 | 2.4 | |
| SVM-2y gapPU setting=false, Temporal gap=2 years2026.05 | 2 |