Classification on Diabetes (F1, Precision, Recall, Accuracy, AUC)
77.9AccuracyCSVM- Cholesky
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CSVM- CholeskyKernel=Cholesky, Transformation=Cholesky, SVM variant=CSVM2025.04 | 77.9 | 75.3 | 76.2 | 74.7 | — | |
| TSVMSVM variant=TSVM2025.04 | 76 | — | — | — | — | |
| Pro-SFManipulation paradigm=Non-rational2026.05 | 74.52 | — | — | — | — | |
| Pro-SFManipulation paradigm=Mixed Behavior2026.05 | 72.01 | — | — | — | — | |
| Pro-SFManipulation paradigm=Rational2026.05 | 71.23 | — | — | — | — | |
| Rational-basedManipulation paradigm=Rational2026.05 | 70.25 | — | — | — | — | |
| Rational-basedManipulation paradigm=Mixed Behavior2026.05 | 66.81 | — | — | — | — | |
| Rational-basedManipulation paradigm=Non-rational2026.05 | 64.73 | — | — | — | — | |
| SVM Linear PCAKernel=Linear, Transformation=PCA, SVM variant=SVM2025.04 | — | 73.7 | 73.8 | 73.6 | — | |
| SVM Linear ZCAKernel=Linear, Transformation=ZCA, SVM variant=SVM2025.04 | — | 73.7 | 73.8 | 73.6 | — | |
| SVM- LinearKernel=Linear, SVM variant=SVM2025.04 | — | 73.7 | 73.8 | 73.6 | — | |
| SVM- PolyKernel=Poly, SVM variant=SVM2025.04 | — | 69.6 | 73.8 | 68.6 | — | |
| SVM- SigmoidKernel=Sigmoid, SVM variant=SVM2025.04 | — | 63.2 | 63.1 | 63.5 | — | |
| SVM-RBFKernel=RBF, SVM variant=SVM2025.04 | — | 69.5 | 70.2 | 69.1 | — |