Table 5.
Algorithms | Accuracy (%) | Precision (%) | MSE | F-Score (%) | Recall (%) | MCC (%) |
---|---|---|---|---|---|---|
SVM | 73.91 | 75.36 | 0.91 | 74.38 | 73.91 | 60.85 |
Decision Tree | 65.21 | 65.28 | 1.13 | 65.09 | 65.21 | 47.86 |
Random Forest | 73.91 | 74.12 | 0.78 | 73.82 | 73.91 | 60.96 |
XGBoost | 69.56 | 70.14 | 0.95 | 69.15 | 69.56 | 54.88 |
KNeighbors | 65.21 | 67.14 | 1.26 | 65.94 | 65.21 | 47.71 |
Logistic | 69.56 | 71.49 | 1.08 | 70.29 | 69.56 | 54.28 |
AdaBoost | 60.86 | 43.47 | 1.30 | 49.27 | 60.86 | 51.63 |