Table 3.

Performance results for the machine learning models.

Model	Accuracy	Precision	Recall	F1 score
Decision tree	0.95	0.66	0.18	0.28
Random forest	0.91	0.25	0.27	0.26
XGBoost	0.92	0.25	0.18	0.21
LightGBM	0.93	0.28	0.18	0.22
Stacking	0.93	0.33	0.18	0.23