Digit Classification on USPS
99.7AccuracyStandard Learning
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Standard LearningSource Domain=US2023.03 | 99.7 | — | — | |
| target-free CUTI-domainSource Domain=US2023.03 | 99.7 | — | — | |
| Standard LearningSource Domain=MT2023.03 | 98 | — | — | |
| JLSPCADLEvaluation Protocol=Three-fold cross-validation2023.08 | 97.2 | 96.1 | — | |
| PCA+SEDLEvaluation Protocol=Three-fold cross-validation2023.08 | 96.81 | — | — | |
| PCA+SCMLPEvaluation Protocol=Three-fold cross-validation2023.08 | 96.7 | — | — | |
| JDDRDLEvaluation Protocol=Three-fold cross-validation2023.08 | 96.45 | — | — | |
| SDRDLEvaluation Protocol=Three-fold cross-validation2023.08 | 96.3 | — | — | |
| PCA+LCKSVDEvaluation Protocol=Three-fold cross-validation2023.08 | 91.2 | — | — | |
| Standard LearningSource Domain=MM2023.03 | 88.4 | — | — | |
| Standard LearningSource Domain=SN2023.03 | 70.5 | — | — | |
| JUICEEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 50.17 | 49.99 | — | |
| C2INEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 43.29 | 44.5 | — | |
| UKMCEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 39.39 | 38.34 | — | |
| TIMCEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 31.54 | 30.23 | — | |
| SCMDEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 28.46 | 24.44 | — | |
| UIMDEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 27.05 | 23.48 | — | |
| DFISEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 20.43 | 19.99 | — | |
| TERNEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 16.31 | 15.45 | — | |
| target-free CUTI-domainSource Domain=SN2023.03 | 14.3 | — | — | |
| UFIEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 12.25 | 7.1 | — | |
| sCOs2Evaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 11.18 | 6.93 | — | |
| target-free CUTI-domainSource Domain=MM2023.03 | 6.8 | — | — | |
| target-free CUTI-domainSource Domain=MT2023.03 | 6.7 | — | — | |
| BASELINE2020.12 | — | — | 94.9 |