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.
Comparison of the diagnostic efficacy of three different supervised learning models.
| Model | Precision | Recall | F1-score | Accuracy | Error | KS |
|---|---|---|---|---|---|---|
| Random forest | 0.69 | 0.90 | 0.78 | 0.75 | 0.25 | 0.70 |
| Logistic regression | 0.80 | 0.80 | 0.80 | 0.80 | 0.20 | 0.60 |
| Support vector classification | 0.80 | 0.80 | 0.80 | 0.80 | 0.20 | 0.60 |
