Classification on OSHA
77.2PrecisionSVM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SVMKernel=RBF2025.04 | 77.2 | — | — | — | — | |
| SVM-RBFKernel=RBF, SVM variant=SVM2025.04 | 77.2 | — | 74.4 | 73.6 | — | |
| CSVMWhitening Model=Cholesky2025.04 | 77 | — | — | — | — | |
| CSVM- CholeskyKernel=Cholesky, Transformation=Cholesky, SVM variant=CSVM2025.04 | 77 | 77.1 | 74.9 | 74.2 | — | |
| SVMKernel=Linear2025.04 | 76.7 | — | — | — | — | |
| SVMKernel=Linear, Whitening Model=PCA2025.04 | 76.7 | — | — | — | — | |
| SVMKernel=Linear, Whitening Model=ZCA2025.04 | 76.7 | — | — | — | — | |
| SVM- LinearKernel=Linear, SVM variant=SVM2025.04 | 76.7 | — | 74.5 | 73.8 | — | |
| SVM Linear PCAKernel=Linear, Transformation=PCA, SVM variant=SVM2025.04 | 76.7 | — | 74.5 | 73.8 | — | |
| SVM Linear ZCAKernel=Linear, Transformation=ZCA, SVM variant=SVM2025.04 | 76.7 | — | 74.5 | 73.8 | — | |
| SVMKernel=Poly2025.04 | 75.3 | — | — | — | — | |
| SVM- PolyKernel=Poly, SVM variant=SVM2025.04 | 75.3 | — | 72.3 | 71.6 | — | |
| SVMKernel=Sigmoid2025.04 | 68.8 | — | — | — | — | |
| SVM- SigmoidKernel=Sigmoid, SVM variant=SVM2025.04 | 68.8 | — | 68.7 | 68.6 | — | |
| CSVMtype=transductive2025.04 | — | 77.1 | — | — | — | |
| TSVMtype=transductive, library=scikit-learn2025.04 | — | 76.9 | — | — | — | |
| TSVMSVM variant=TSVM2025.04 | — | 76.9 | — | — | — |