Long Short-Term Memory Neural Networks for RNA Viruses Mutations Prediction

Table 6

Decreasing loss function according to the epoch numbers.

Epochs	Training	Validation	Epochs	Training	Validation
1	4.0003	3.7102	26	0.5854	0.3878
2	3.6434	3.5906	27	0.5051	0.3707
3	3.5486	3.3866	28	0.4927	0.3611
4	3.4181	3.1821	29	0.4599	0.2925
5	3.1585	3.0986	30	0.4251	0.3074
6	2.9704	2.8028	31	0.388	0.2892
7	2.7521	2.6392	32	0.3589	0.2743
8	2.523	2.3341	33	0.9294	0.2594
9	2.3444	2.2772	34	0.3426	0.2555
10	2.1713	1.9458	35	0.3083	0.214
11	2.0551	1.921	36	0.2873	0.2164
12	1.8859	1.6624	37	0.2684	0.2057
13	1.7944	1.534	38	0.262	0.1755
14	1.6047	1.4616	39	0.2508	0.2028
15	1.5118	1.3282	40	0.243	0.2072
16	1.3722	1.1242	41	0.2251	0.196
17	1.2746	1.0356	42	0.218	0.1503
18	1.1337	1.0117	43	0.2043	0.1444
19	1.0464	0.8692	44	0.2087	0.1722
20	0.947	0.7218	45	0.1884	0.1364
21	0.9063	0.6648	46	0.1863	0.1747
22	0.8096	0.5972	47	0.1848	0.1503
23	0.7136	0.5329	48	0.1769	0.1861
24	0.6682	0.5075	49	0.1723	0.1498
25	0.6164	0.4318	50	0.1597	0.1267