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Accuracy, Precision, Recall and F-measure for each classifier, obtained from the binary classification between PD and ALL (ALS, HD, and Healthy) subjects.
| Performances | Supervised | Unsupervised | |||||
|---|---|---|---|---|---|---|---|
| K-NN | CART | RF | NB | SVM | K-Means | GMM | |
| Accuracy | 90% | 80% | 83.33% | 76.67% | 86.67% | 75.33% | 69.33% |
| Precision | 90.18% | 80.54% | 83.48% | 76.79% | 87.33% | 76% | 69.62% |
| Recall | 90% | 80% | 83.33% | 76.67% | 86.67% | 75.33% | 69.33% |
| F-measure | 90.09% | 80.27% | 83.41% | 76.73% | 87.00% | 75.66% | 69.47% |
