Classification on parkinsons UCI KEEL (test)
93.1AccuracyMVLDM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MVLDMValidation Strategy=5-fold cross-validation, Multiview Strategy=Artificial (95% PCA)2025.12 | 93.1 | — | |
| MvRKMValidation Strategy=5-fold cross-validation, Multiview Strategy=Artificial (95% PCA)2025.12 | 91.53 | — | |
| TMvRKMValidation Strategy=5-fold cross-validation, Multiview Strategy=Artificial (95% PCA)2025.12 | 91.53 | — | |
| MvTPMSVMValidation Strategy=5-fold cross-validation, Multiview Strategy=Artificial (95% PCA)2025.12 | 90.78 | — | |
| HODTAlgorithm=HODT, K=2, Training Algorithm=sodtWSH, Evaluation Protocol=5-fold CV2025.09 | 89.74 | 3.14 | |
| HODTAlgorithm=HODT, K=3, Training Algorithm=sodtWSH, Evaluation Protocol=5-fold CV2025.09 | 89.74 | 3.14 | |
| CART-sizeAlgorithm=CART-size, K=3, Evaluation Protocol=5-fold CV2025.09 | 86.67 | 5.71 | |
| CART-sizeAlgorithm=CART-size, K=2, Evaluation Protocol=5-fold CV2025.09 | 85.13 | 6.36 | |
| CART-depthAlgorithm=CART-depth, d=2, Evaluation Protocol=5-fold CV2025.09 | 84.62 | 5.85 | |
| ConTreeAlgorithm=ConTree, d=2, Evaluation Protocol=5-fold CV2025.09 | 82.56 | 5.23 | |
| SVM2KValidation Strategy=5-fold cross-validation, Multiview Strategy=Artificial (95% PCA)2025.12 | 71.19 | — | |
| MvTSVMValidation Strategy=5-fold cross-validation, Multiview Strategy=Artificial (95% PCA)2025.12 | 71.19 | — |