Classification Technique | Class: Ever been tested for HIV | Precision | Recall | ROC | Accuracy (%) |
Decision tree (J48) | No | 0.824 | 0.807 | 0.863 | 78.82% |
Yes | 0.742 | 0.807 | 0.863 | ||
Decision tree (Random tree) | No | 0.946 | 0.987 | 0.997 | 96.03% |
Yes | 0.982 | 0.923 | 0.997 | ||
Naïve Bayes | No | 0.755 | 0.758 | 0.804 | 71.74% |
Yes | 0.665 | 0.662 | 0.804 | ||
Logistic | No | 0.794 | 0.743 | 0.832 | 73.97% |
Yes | 0.676 | 0.736 | 0.832 | ||
Neural network | No | 0.782 | 0.848 | 0.871 | 77.54% |
Yes | 0.764 | 0.676 | 0.871 |