Table 11.
Experiment No. 23 parameters and results.
| # | Layers | Optimizer | Epochs | Model Size | Results per Beacon A/B/C/D/E—Average (in cm) |
|---|---|---|---|---|---|
| 23 | 1024, BN, DO(0.4), 512, BN, DO(0.3), 512, BN, DO(0.3), 256, BN, DO(0.2), 256, BN, DO(0.2), 128, 1 | Adam (lr = 0.005, decay = 5 × 10−4) |
1000 | 12,378,812 bytes | MAE: 27.40/20.08/24.96/23.85/24.57—23.57
MSE: 1820.57/1298.67/2429.45/1782.64/2271.46—1920.56 |