Table 8.

Overall model accuracy.

	Model	Accuracy	Precision	Recall	F1
1	XGB *_Classifier	91.48%	91.07%	91.88%	91.23%
2	Random_Forest_Classifier	92.02%	91.48%	92.14%	91.52%
3	Linear_SVM **	83.44%	82.88%	82.64%	82.31%
4	Decision_Tree_Classifier	88.03%	87.58%	88.61%	87.57%
5	Logistic_Regression	85.64%	85.45%	85.38%	85.01%
6	K-Neighbors_Classifier	73.94%	73.85%	74.13%	72.37%
7	Naive_Bayes_Classifier	71.93%	70.54%	74.52%	76.21%
Overall Average		83.78%	83.26%	84.19%	83.75%

* XGB—eXtreme Gradient Boosting. ** SVM—Support Vector Machine.