Classification on Pulsar (Comprehensive Metrics)
94F1 ScoreCSVM- Cholesky
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CSVM- CholeskyKernel=Cholesky, Transformation=Cholesky, SVM variant=CSVM2025.04 | 94 | 95.9 | 92.4 | 98.1 | — | |
| SVM- LinearKernel=Linear, SVM variant=SVM2025.04 | 93.2 | 96.2 | 90.6 | — | — | |
| SVM Linear PCAKernel=Linear, Transformation=PCA, SVM variant=SVM2025.04 | 93.2 | 96.2 | 90.6 | — | — | |
| SVM Linear ZCAKernel=Linear, Transformation=ZCA, SVM variant=SVM2025.04 | 93.2 | 96.2 | 90.6 | — | — | |
| SVM-RBFKernel=RBF, SVM variant=SVM2025.04 | 91 | 95.4 | 87.6 | — | — | |
| SVM- PolyKernel=Poly, SVM variant=SVM2025.04 | 90.4 | 93.9 | 87.6 | — | — | |
| SVM- SigmoidKernel=Sigmoid, SVM variant=SVM2025.04 | 76.6 | 77 | 76.2 | — | — | |
| TSVMSVM variant=TSVM2025.04 | — | — | — | 97.9 | — |