Table 5.

The performance of the new proposed model using early stopping regularization.

Performance measures	Folds										Overall
	1	2	3	4	5	6	7	8	9	10
All (14,899 genes)
Accuracy	99.45	99.26	99.63	99.08	99.63	99.45	99.63	99.45	99.63	99.63	99.48
Precision	99.23	99.15	99.57	98.57	99.57	99.23	99.57	99.23	99.57	99.57	99.33
Recall	98.88	98.53	99.57	98.12	99.57	99.50	99.57	98.88	99.57	99.57	99.18
F1-score	99.05	98.83	99.57	98.31	99.57	99.36	99.57	99.05	99.57	99.57	99.25
Reduced (173 genes)
Accuracy	99.45	99.26	99.26	99.26	99.45	99.45	99.45	99.63	99.82	99.45	99.45
Precision	99.58	99.31	99.13	99.31	99.58	99.60	99.58	99.65	99.93	99.79	99.55
Recall	99.19	99.12	99.31	99.12	99.19	99.38	99.19	99.47	99.72	99.19	99.29
F1-score	99.38	99.22	99.22	99.22	99.38	99.49	99.38	99.56	99.82	99.49	99.42