Table 1 Performance evaluation of various models.
Model | Train Acc. | Val Acc. | Test Acc. | Precision | Recall | F1 Score |
|---|---|---|---|---|---|---|
Random Forest | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
SVM | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
XGBoost | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
LightGBM | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
CatBoost | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
Gradient Boost | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
