Table 6.
Experiments No. 13, 14, 15, and 16 parameters and results.
| # | Layers | Optimizer | Epochs | Model Size | Results per Beacon A/B/C/D/E—Average (in cm) |
|---|---|---|---|---|---|
| 13 | 256, 256, 128, 128,64, 1 | Adam | 200 | 1,556,594 bytes | MAE: 31.35/22.56/35.93/27.65/32.27—29.78
MSE: 2230.93/1252.20/3014.26/1965.78/2544.97—2220.02 |
| 14 | 512, 512, 256, 256, 128, 1 | Adam | 200 | 6,304,416 bytes | MAE: 27.72/20.13/37.34/28.04/28.14—28.28
MSE: 1838.74/1117.00/2838.48/2058.70/2217.93—2014.17 |
| 15 | 256, 256, 128, 128, 64, 64, 1 | Adam | 200 | 5,955,675 bytes | MAE: 27.98/23.65/35.16/32.02/30.07—29.78
MSE: 1970.75/1279.91/2849.43/2424.21/2575.79—2220.02 |
| 16 | 512, 512, 256, 256, 128, 128, 64, 64, 1 | Adam | 200 | 1,505,883 bytes | MAE: 28.26/21.02/32.89/28.13/29.10—27.88
MSE: 1865.52/1162.03/2690.76/1982.32/2245.81—1989.29 |