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

Table 5

Results varying according to the epoch numbers of the Newcastle dataset.

Epochs	Training	Validation	Epochs	Training	Validation
1	7.31	8.58	26	88.41	93.43
2	9.94	10.02	27	90.31	92.38
3	12.16	12.78	28	89.63	92.67
4	14.16	18.9	29	90.53	94.61
5	18.74	19.98	30	91.24	93.46
6	20.64	21.52	31	91.88	94.35
7	23.64	22.31	32	92.65	93.92
8	26.11	34.08	33	92.94	94.15
9	33.21	32.83	34	92.26	94.81
10	38.26	43.58	35	93.2	95.66
11	42.02	48.11	36	93.52	95.79
12	53.48	62.54	37	94.02	95.53
13	56.42	68.95	38	94.04	96.16
14	67.35	66.91	39	94.4	95.47
15	68.8	69.14	40	94.67	94.68
16	73.96	84.88	41	94.9	94.94
17	77.08	86.13	42	94.9	96.88
18	81.87	84.09	43	94.9	96.91
19	82.82	88.01	44	95.07	95.79
20	84.25	91.03	45	95.63	97.17
21	83.54	89.58	46	95.63	96.19
22	85.85	91.88	47	95.44	96.19
23	87.49	91.55	48	95.56	95.89
24	87.6	91.46	49	95.88	96.19
25	88.19	93.3	50	96.12	96.98