Table 2 Classifier outcome of SEHDL-OSCCR method under distinct epochs.

Class labels	Accu_y	Prec_n	Rec_l	F1_score	MCC
Epoch − 500
Normal	94.89	86.90	82.02	84.39	81.39
OSCC	94.89	96.40	97.49	96.94	81.39
Average	94.89	91.65	89.76	90.67	81.39
Epoch − 1000
Normal	96.97	89.25	93.26	91.21	89.41
OSCC	96.97	98.62	97.72	98.17	89.41
Average	96.97	93.93	95.49	94.69	89.41
Epoch − 1500
Normal	97.16	90.22	93.26	91.71	90.02
OSCC	97.16	98.62	97.95	98.29	90.02
Average	97.16	94.42	95.60	95.00	90.02
Epoch − 2000
Normal	98.11	93.41	95.51	94.44	93.31
OSCC	98.11	99.08	98.63	98.86	93.31
Average	98.11	96.25	97.07	96.65	93.31
Epoch − 2500
Normal	97.73	93.26	93.26	93.26	91.89
OSCC	97.73	98.63	98.63	98.63	91.89
Average	97.73	95.95	95.95	95.95	91.89
Epoch − 3000
Normal	98.88	93.62	98.88	96.17	95.43
OSCC	98.63	99.77	98.63	99.20	95.43
Average	98.75	96.69	98.75	97.69	95.43

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