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Global confusion matrix obtained using the different classifiers in the case of the Hausdorff et al. sub-dataset.
| Obtained Classes | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Supervised | Unsueprvised | ||||||||||||||
| K-NN | CART | RF | NB | SVM | K-Means | GMM | |||||||||
| Healthy | PD | Healthy | PD | Healthy | PD | Healthy | PD | Healthy | PD | Healthy | PD | Healthy | PD | ||
| True | Healthy | 84.00% | 16.00% | 32.00% | 68.00% | 44.00% | 56.00% | 80.00% | 20.00% | 60.00% | 40.00% | 51.84% | 48.16% | 54.76% | 45.24% |
| Classes | PD | 7.29% | 92.71% | 2.08% | 97.92% | 1.04% | 98.96% | 22.92% | 77.08% | 2.08% | 97.92% | 44.02% | 55.98% | 32.19% | 67.81% |
