Table 6.

Evaluation of T-LSTM with an attention mechanism for different K-values.

K-value	Accuracy (%)	Precision (%)	Recall (%)	F1 score (%)
1	94.39 ± 2.79	95.55 ± 2.10	96.18 ± 1.85	96.27 ± 1.77
2	94.12 ± 2.73	96.89 ± 1.43	97.27 ± 1.31	97.08 ± 1.37
3	96.65 ± 1.66	97.52 ± 1.12	96.81 ± 1.54	96.81 ± 1.50
4	96.89 ± 2.37	97.37 ± 1.19	96.94 ± 1.47	96.62 ± 1.60
5	99.98 ± 0.01	99.76 ± 0.12	99.89 ± 0.05	99.82 ± 0.09
6	97.28 ± 1.35	96.31 ± 1.72	97.86 ± 1.01	97.19 ± 1.31
7	97.11 ± 1.43	97.28 ± 1.24	96.93 ± 1.88	97.49 ± 1.16
8	97.41 ± 1.28	96.94 ± 1.56	96.19 ± 1.85	96.56 ± 1.63
9	96.57 ± 1.70	96.64 ± 1.56	95.51 ± 2.19	95.83 ± 1.19
10	96.76 ± 1.61	97.25 ± 1.25	97.77 ± 1.06	97.77 ± 1.02
Average	96.71 ± 1.63	97.15 ± 1.30	97.13 ± 1.38	97.14 ± 1.34

Bold*, indicates best values and its corresonding deviation.