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 evaluation results based on DBSCAN and SMOTE for Hinselmann.
| Method | Precision (%) | Recall/Sensitivity (%) | Specificity (%) | F1 Score (%) | Accuracy (%) |
|---|---|---|---|---|---|
| SVM | 98.500 | 98.492 | 98.507 | 98.500 | 98.500 |
| MLP | 98.759 | 100.00 | 98.760 | 98.759 | 98.759 |
| Logistic Regression | 97.796 | 98.994 | 96.568 | 97.766 | 97.766 |
| Naïve Bayes | 97.165 | 98.963 | 95.433 | 97.089 | 97.087 |
| KNN | 96.905 | 98.440 | 95.433 | 96.847 | 96.844 |
| Proposed CCPM (Random Forest) | 99.016 | 100.00 | 97.948 | 98.997 | 98.997 |
