Table 4.
Model | Accuracy | Class | Precision | Recall | F1 Score |
---|---|---|---|---|---|
DT | 0.77 | 0 | 0.75 | 0.75 | 0.75 |
1 | 0.79 | 0.79 | 0.79 | ||
Avg | 0.77 | 0.77 | 0.77 | ||
ADA | 0.83 | 0 | 0.80 | 0.83 | 0.81 |
1 | 0.85 | 0.82 | 0.84 | ||
Avg | 0.82 | 0.83 | 0.83 | ||
SVM | 0.86 | 0 | 0.85 | 0.85 | 0.85 |
1 | 0.87 | 0.87 | 0.87 | ||
Avg | 0.86 | 0.86 | 0.86 | ||
RF | 0.85 | 0 | 0.85 | 0.81 | 0.83 |
1 | 0.85 | 0.88 | 0.86 | ||
Avg | 0.85 | 0.84 | 0.85 | ||
ETC | 0.88 | 0 | 0.87 | 0.86 | 0.86 |
1 | 0.88 | 0.89 | 0.89 | ||
Avg | 0.87 | 0.87 | 0.87 | ||
LR | 0.86 | 0 | 0.86 | 0.85 | 0.85 |
1 | 0.87 | 0.88 | 0.88 | ||
Avg | 0.86 | 0.86 | 0.86 | ||
SGDC | 0.71 | 0 | 0.86 | 0.43 | 0.57 |
1 | 0.66 | 0.94 | 0.78 | ||
Avg | 0.76 | 0.68 | 0.67 | ||
SGLV | 0.87 | 0 | 0.85 | 0.83 | 0.84 |
1 | 0.86 | 0.88 | 0.87 | ||
Avg | 0.86 | 0.86 | 0.86 |