Classification on Adult (Accuracy Loss and TCAM Efficiency)
0Accuracy LossXGBoost
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| XGBoostTolerance=-, Mapping=ODR2025.06 | 0 | 227 | 486 | 2.14 | 113.5 | |
| XGBoostTolerance=-, Mapping=FR2025.06 | 0 | 162 | 101 | — | 81 | |
| XGBoostTolerance=-, Mapping=SPC2025.06 | 0 | 54 | 101 | 1.87 | 27 | |
| Random ForestTolerance=3%, Mapping=ODR2025.06 | 2.86 | 7,156 | 1,482,120 | 207.12 | 3,578 | |
| Random ForestTolerance=3%, Mapping=FR2025.06 | 2.86 | 2,313 | 41,613 | 17.99 | 1,156.5 | |
| Random ForestTolerance=3%, Mapping=SPC2025.06 | 2.86 | 495 | 41,613 | 84.07 | 247.5 |