Table 5.

Comparing different classifiers for predicting the severity of FNT.

Classifier	Metric	Control	Mild SCA	Moderate SCA	Accuracy	Weighted Average
SVC	Recall	0.86	1.0	0.75	0.94	0.94
	Precision	1.0	0.91	1.0		0.94
	Specificity	1.0	0.82	1.0		0.88
	F1-score	0.92	0.95	0.86		0.93
LR	Recall	0.71	1.0	0.25	0.84	0.84
	Precision	1.0	0.8	1.0		0.87
	Specificity	1.0	0.55	1.0		0.71
	F1-score	0.83	0.89	0.4		0.81
GBC	Recall	0.71	0.75	0.75	0.74	0.74
	Precision	0.55	0.83	0.75		0.76
	Specificity	0.83	0.73	0.96		0.78
	F1-score	0.62	0.79	0.75		0.75