Classification on Yale
81AccuracyUFS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UFSm=300, runs=102023.05 | 81 | — | |
| UFS2023.05 | 81 | — | |
| AllFearuns=102023.05 | 75 | — | |
| AllFea2023.05 | 75 | — | |
| CAEm=300, runs=102023.05 | 72 | — | |
| DUFSm=300, runs=102023.05 | 72 | — | |
| RSRm=200, runs=102023.05 | 72 | — | |
| CAE2023.05 | 72 | — | |
| DUFS2023.05 | 72 | — | |
| RSR2023.05 | 72 | — | |
| UDFSm=200, runs=102023.05 | 71 | — | |
| UDFS2023.05 | 71 | — | |
| WASTm=200, runs=102023.05 | 70 | — | |
| AEFSm=150, runs=102023.05 | 70 | — | |
| WAST2023.05 | 70 | — | |
| AEFS2023.05 | 70 | — | |
| LSm=300, runs=102023.05 | 67 | — | |
| LS2023.05 | 67 | — | |
| JUICEEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 29.55 | 28.16 | |
| UKMCEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 22.24 | 21.6 | |
| TIMCEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 20.8 | 19.05 | |
| TERNEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 17.42 | 17.32 | |
| C2INEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 15.91 | 12.96 | |
| UIMDEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 15.15 | 10.53 | |
| DFISEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 13.18 | 13.48 | |
| sCOs2Evaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 12.88 | 10.93 | |
| UFIEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 11.67 | 10.42 | |
| SCMDEvaluator=SVM, Feature selection ratio=20%, Instance selection ratio=20%, Missing data ratio=40%2025.12 | 9.09 | 7.13 |