Official websites use .gov
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.gov website belongs to an official
government organization in the United States.
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A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
Comparison table of models.
| Model | Accuracy (%) | Recall (%) | Precision (%) | AUC (%) | F1 score |
|---|---|---|---|---|---|
| SVM | 92.0 | 91.9 | 91.9 | 91.9 | 91.9% |
| Logistic regression | 74.7 | 70.3 | 76.5 | 74.6 | 73%.3 |
| Decision tree | 80.0 | 59.4 | 100 | 79.7 | 74.5% |
| Random forest | 81.3 | 70.3 | 84.4 | 81.2 | 76.7% |
