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Results of different cross validation methods on the PD diagnosis classifier.
| Cross validation method (k) | MSE performance | Classification accuracy |
| 1-fold | 0.0279 | 97.4% |
| 2-fold | 0.1195 | 84.0% |
| 5-fold | 0.0403 | 90.9% |
| 10-fold | 0.0332 | 87.9% |
| Leave-one-out | 0.0287 | 94.9% |
