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Global confusion matrix obtained using the different classifiers in the case of the Frenkel-Toledo 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 | 86.21% | 13.79% | 75.86% | 24.14% | 75.86% | 24.14% | 82.76% | 17.24% | 86.21% | 13.79% | 80.97% | 19.03% | 57.24% | 42.76% |
| Classes | PD | 22.86% | 77.14% | 17.14% | 82.86% | 11.43% | 88.57% | 22.86% | 77.14% | 20.00% | 80.00% | 62.51% | 37.49% | 28.00% | 72.00% |
