Table 5 Prediction deviation of multi-node multi-feature model
From: Data prediction model in wireless sensor networks based on bidirectional LSTM
Timesteps | Va | Vb | Vd | Ve | RMSE |
|---|---|---|---|---|---|
100 | 200 | 10 | 10 | 10 | 0.201 |
100 | 10 | 10 | 10 | 0.160 | |
100 | 20 | 10 | 10 | 0.172 | |
100 | 20 | 20 | 20 | 0.248 | |
100 | 10 | 20 | 20 | 0.424 | |
50 | 10 | 10 | 10 | 0.139 | |
10 | 10 | 10 | 10 | 0.290 | |
50 | 100 | 10 | 10 | 10 | 0.443 |
50 | 10 | 10 | 10 | 0.101 | |
20 | 10 | 10 | 10 | 0.156 | |
10 | 10 | 10 | 10 | 0.261 |