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 of the techniques with threshold of 0.1460
| Techniques | Accuracy | Precision | Specificity | Sensitivity |
|---|---|---|---|---|
| Random Forest | 83.75% | 84.11% | 81.01% | 81.08% |
| Logistic Regression | 74.12% | 71.00% | 71.20% | 72.28% |
| Naïve Bayes | 76.33% | 76.30% | 61.50% | 81.11% |
| Generalized Linear | 64.74% | 65.01% | 68.89% | 61.00% |
| Decision Tree | 66.92% | 61.12% | 70.00% | 64.20% |
| Support Vector Machine | 79.71% | 77.45% | 88.12% | 79.71% |
| Gradient Boosted Tree | 80.63% | 80.54% | 63.46% | 96.12% |
