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.
Performance metrics for voting model, calculated over 1,000 test iterations.
| Performance Metric | |
|---|---|
| Accuracy | 91.5 ± 0.9% |
| Precision | 87.3 ± 1.1% |
| Recall | 94.5 ± 1.7% |
| F1 Score | 90.6 ± 1.1% |
| ROC-AUC | 91.8 ± 1.0% |
| Leave-One-Out Accuracy (LOOCV) | 89.80% |
For each iteration, the KFold random state was set to the iteration number. The LOOCV accuracy is not calculated over these 1,000 test iterations as every data point acts as the test set once, meaning there are no random seeds that can be implemented.
