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

Table 5.

Experiments No. 9, No. 10, No. 11, and No. 12 parameters and results.

# Layers Optimizer Epochs Model Size Results per Beacon A/B/C/D/E—Average (in cm)
9 128, 128, 64, 64, 1 RMSprop (0.001) 500 241,273 bytes MAE: 38.47/29.36/43.96/35.19/36.57—36.71
MSE: 3111.98/1662.48/3749.46/2774.31/2983.28—2856.30
10 128, 128, 64, 64, 1 RMSprop (0.001) 200 241,273 bytes MAE: 36.25/29.97/35.54/37.71/35.07—34.91
MSE: 2802.38/1769.67/2780.90/3054.93/2853.39—2652.25
11 128, 128, 64, 64, 1 Adam 500 346,036 bytes MAE: 36.54/27.01/35.82/35.52/33.60—33.70
MSE: 2913.04/1570.19/2938.00/2867.50/2617.23—2581.19
12 128, 128, 64, 64, 1 Adam 200 346,036 bytes MAE: 36.61/23.13/39.39/33.44/33.38—33.19
MSE: 2809.78/1196.07/3349.89/2709.43/2676.73—2548.38