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. 2022 Jan 12;22(2):570. doi: 10.3390/s22020570

Table 4.

Experiments No. 5, No. 6, No. 7, and No. 8 parameters and results.

# Layers Optimizer Epochs Model Size Results per Beacon A/B/C/D/E—Average (in cm)
5 64, 64, 1 Adam 1000 58,158 bytes MAE: 37.73/33.56/43.09/35.93/39.42—37.95
MSE: 3035.55/2143.05/3775.68/3034.54/3458.57—3089.48
6 64, 64, 1 Adam 500 58,158 bytes MAE: 41.04/31.77/39.55/35.66/37.95—37.19
MSE: 3450.60/1980.56/3350.01/2840.07/3274.71—2979.19
7 64, 64, 1 Adam 200 58,158 bytes MAE: 38.44/32.67/43.02/36.87/41.75—38.55
MSE: 3050.83/2048.23/3710.77/2981.14/3686.43—3095.48
8 64, 64, 1 Adam 100 58,158 bytes MAE: 41.18/36.10/46.43/41.67/43.20—41.71
MSE: 3507.90/2373.04/4011.43/3601.84/3756.70—3450.18