Table 3.
Experiments No. 2, No. 3, and No. 4 parameters and results.
| # | Layers | Optimizer | Epochs | Model Size | Results per Beacon A/B/C/D/E—Average (in cm) |
|---|---|---|---|---|---|
| 2 | 64, 64, 1 | RMSprop (0.001) | 500 | 38,993 bytes | MAE: 40.09/ 33.12/ 42.23/ 39.51/ 38.97—38.78
MSE: 3378.23/2071.59/3564.02/3404.97/3312.89—3146.34 |
| 3 | 64, 64, 1 | RMSprop (0.001) | 200 | 38,993 bytes | MAE: 39.59/33.91/43.72/38.12/42.34—39.54
MSE: 3217.30/2164.52/3790.92/3199.90/3705.46—3215.62 |
| 4 | 64, 64, 1 | RMSprop (0.001) | 100 | 38,993 bytes | MAE: 42.25/36.04/46.28/41.70/44.71—42.19
MSE: 3520.75/2380.55/4033.38/3616.56/3838.95—3478.04 |