Table 4.

Classification metrics per case study and model with proposed methodology.

		Training	Validation	Test
Case Study	Model	Accuracy	Accuracy	False Healthy	False Degraded	Recall	F1-Score
VRU Scrubber	SVM	0.97	0.97	0.00	0.03	0.97	0.97
	RF	0.99	0.99	0.00	0.01	0.99	0.99
	NN	0.99	0.99	0.00	0.01	0.99	0.99
	BNN	0.97	0.97	0.02	0.01	0.96	0.96
CMC Crusher	SVM	0.72	0.73	0.03	0.21	0.97	0.97
	RF	0.99	0.96	0.01	0.02	0.95	0.95
	NN	0.93	0.93	0.00	0.05	0.91	0.91
	BNN	0.70	0.72	0.03	0.26	0.72	0.70