Table 2.

Classification performance of proposed GrayVIC model for multiclass classification.

MODES		MULTICLASS CLASSIFICATION (Hold-out cross-validation)					MULTICLASS CLASSIFICATION (5-fold cross-validation)
EPOCHS	ReduceLROnPlateau	ACC	PRE	REC	F1	AUC	ACC	PRE	REC	F1	AUC
50	No	0.95	0.94	0.93	0.93	0.95	0.86	0.90	0.85	0.84	0.89
50	Yes	0.96	0.94	0.94	0.94	0.95	0.94	0.93	0.92	0.92	0.94
100	No	0.97	0.95	0.95	0.95	0.96	0.95	0.94	0.93	0.93	0.94
100	Yes	0.94	0.93	0.92	0.92	0.94	0.97	0.95	0.95	0.95	0.96