Table 7 Comparison of sensitivity and specificity for the machine learning models.
From: Reliable water quality prediction and parametric analysis using explainable AI models
Model | Sensitivity | Specificity |
|---|---|---|
Logistic Regression | 0.76 | 0.75 |
SVM | 0.55 | 0.54 |
Gaussian Naive Bayes | 0.995 | 0.994 |
Decision Tree | 0.996 | 0.997 |
Random Forest | 0.998 | 0.999 |
