Table 15.

Validation of Algorithm using Machine Learning.

Score	Logistic Regression			Linear SVM			Random Forest			Naïve Bayes
	precision	recall	f1-score	precision	recall	f1-score	precision	recall	f1-score	precision	recall	f1-score
Low	0.93	0.97	0.95	0.91	0.97	0.94	1.00	1.00	1.00	1.00	1.00	1.00
Medium	0.86	0.73	0.79	0.96	0.56	0.71	0.95	0.98	0.96	0.76	0.78	0.77
High	0.91	0.95	0.93	0.83	0.97	0.9	0.99	0.97	0.98	0.88	0.87	0.88
	Accuracy = 0.91			Accuracy = 0.88			Accuracy = 0.98			Accuracy = 0.90