Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Accuracy, Precision, Recall and F-measure for each classifier, obtained from the binary classification between PD and HD subjects.
| Performances | Supervised | Unsupervised | |||||
|---|---|---|---|---|---|---|---|
| K-NN | CART | RF | NB | SVM | K-Means | GMM | |
| Accuracy | 83.33% | 73.33% | 76.67% | 70% | 80 % | 69.33% | 64.67% |
| Precision | 83.43% | 73.76% | 76.79% | 70.83% | 80.54 % | 69.39% | 64.88% |
| Recall | 83.33% | 73.33% | 76.67% | 70% | 80% | 69.33% | 64.67% |
| F-measure | 83.41% | 73.54% | 76.73% | 70.41% | 80.27% | 69.36% | 64.77% |
