Table 6 The performance comparison of different sequence length.
From: MBLSTM is a contextual interaction refined method for time series prediction
Sequence length | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|
7 | 0.598 | 0.793 | 0.860 | 0.835 |
8 | 0.643 | 0.887 | 0.863 | 0.878 |
9 | 0.783 | 0.918 | 0.857 | 0.876 |
10 | 0.774 | 0.909 | 0.833 | 0.846 |
11 | 0.792 | 0.897 | 0.874 | 0.825 |
12 | 0.787 | 0.901 | 0.816 | 0.824 |
