Intelligent Deep Learning Enabled Oral Squamous Cell Carcinoma Detection and Classification Using Biomedical Images

Table 1

Classification results of IDL-OSCDC technique on TR/TS datasets.

Class labels	Accuracy	Precision	Recall	F-score
Training/Testing (90 : 10)
Cancer	92.86	100.00	90.00	94.74
Noncancer	92.86	80.00	100.00	88.89
Average	92.86	90.00	95.00	91.81
Training/Testing (80 : 20)
Cancer	92.59	100.00	90.00	94.74
Noncancer	92.59	77.78	100.00	87.50
Average	92.59	88.89	95.00	91.12
Training/Testing (70 : 30)
Cancer	95.00	92.31	100.00	96.00
Noncancer	95.00	100.00	87.50	93.33
Average	95.00	96.15	93.75	94.67
Training/Testing (60 : 40)
Cancer	94.34	96.55	93.33	94.92
Noncancer	94.34	91.67	95.65	93.62
Average	94.34	94.11	94.49	94.27