Classification on banknote
100AccuracyRRL
Evaluation results
| Method | Links | |
|---|---|---|
| RRLvalidation_strategy=5-fold cross validation2021.09 | 100 | |
| SVMvalidation_strategy=5-fold cross validation2021.09 | 100 | |
| PLNN(MLP)validation_strategy=5-fold cross validation2021.09 | 100 | |
| SSFTarget Model Size=10KB2026.05 | 100 | |
| SCATETarget Model Size=10KB2026.05 | 100 | |
| FP-SCATETarget Model Size=10KB2026.05 | 100 | |
| SSFTarget Model Size=100KB2026.05 | 100 | |
| SCATETarget Model Size=100KB2026.05 | 100 | |
| FP-SCATETarget Model Size=100KB2026.05 | 100 | |
| LightGBMvalidation_strategy=5-fold cross validation2021.09 | 99.64 | |
| RF#samples=1372, #features=722022.06 | 99.6 | |
| RFvalidation_strategy=5-fold cross validation2021.09 | 99.56 | |
| XGBoostvalidation_strategy=5-fold cross validation2021.09 | 99.56 | |
| CART#samples=1372, #features=722022.06 | 99.1 | |
| RFTarget Model Size=Original2026.05 | 99 | |
| LOPTarget Model Size=10KB2026.05 | 99 | |
| FIRETarget Model Size=10KB2026.05 | 99 | |
| LOPTarget Model Size=100KB2026.05 | 99 | |
| FIRETarget Model Size=100KB2026.05 | 99 | |
| LRvalidation_strategy=5-fold cross validation2021.09 | 98.83 | |
| CG#samples=1372, #features=722022.06 | 98.8 | |
| DS-OPT#samples=1372, #features=722022.06 | 98.7 | |
| C4.5validation_strategy=5-fold cross validation2021.09 | 98.61 | |
| CARTvalidation_strategy=5-fold cross validation2021.09 | 98.03 | |
| CORELSvalidation_strategy=5-fold cross validation2021.09 | 97.08 | |
| SBRLvalidation_strategy=5-fold cross validation2021.09 | 93.95 | |
| CRSvalidation_strategy=5-fold cross validation2021.09 | 93.46 | |
| RIPPER#samples=1372, #features=722022.06 | 92.8 | |
| FPTarget Model Size=100KB2026.05 | 92 | |
| BRS#samples=1372, #features=722022.06 | 91.1 | |
| TETarget Model Size=100KB2026.05 | 89 | |
| FPTarget Model Size=10KB2026.05 | 87 |