Table 4 Machine learning algorithms and their predicted accuracy for Chak 7 and hakeem.
Wells | Methods | Accuracy (%) | Precision (%) | Recall (%) | F1 score (%) |
|---|---|---|---|---|---|
Chak 7 | Support Vector Machine | 89 | 86 | 89 | 86 |
Decision Tree | 93 | 93 | 93 | 93 | |
K-nearest Neighbor | 90 | 89 | 90 | 89 | |
Artificial Neural Network | 88 | 86 | 88 | 87 | |
Logistic Regression | 88 | 85 | 88 | 84 | |
Random Forest | 96 | 95 | 96 | 95 | |
Hakeem | Support Vector Machine | 96 | 96 | 96 | 96 |
Decision Tree | 98 | 98 | 98 | 98 | |
K-nearest Neighbor | 95 | 95 | 95 | 95 | |
Artificial Neural Network | 96 | 96 | 96 | 96 | |
Logistic Regression | 94 | 94 | 94 | 94 | |
Random Forest | 97 | 97 | 97 | 97 |
