Train Tree-Based Models and Compare Performance

[a-niveditha]

Experiment with tree-based models (e.g., RandomForest, GradientBoosting, XGBoost) to see if they outperform SVM on this dataset. Compare accuracy and F1-scores with the tuned SVM. Plot side-by-side comparison of model performances.