Table 8.

Results of sixty-five subjects obtained using the proposed and other models

Model	TN	FP	FN	TP	Total	Performance metrics
						AC	SE	SP	PR	F1 score	AUC
LDA	8	7	15	35	65	66.15%	70.00%	53.33%	83.33%	0.76	0.61
QDA	9	6	12	38	65	72.31%	76.00%	60.00%	86.36%	0.80	0.68
NB	8	7	13	37	65	69.23%	74.00%	53.33%	84.09%	0.78	0.61
GPC-linear kernel	11	4	3	47	65	89.23%	94%	73.33%	92.15%	0.93	0.80