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 comparison of different ML models.
| Model | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|
| Decision tree classifier | 80.46% | 0.80 | 0.79 | 0.78 |
| Random forest classifier | 86.92% | 0.85 | 0.81 | 0.80 |
| Support vector machine | 81.67% | 0.77 | 0.70 | 0.79 |
| XGBoost | 85.92% | 0.85 | 0.83 | 0.85 |
| Voting classifier | 85.12% | 0.83 | 0.83 | 0.85 |
