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. 2018 Sep 25;18(10):3226. doi: 10.3390/s18103226

Table 1.

Testing RMSE% of subsets on models trained using single-force and multi-force data.

Testing Models 35% MVC 50% MVC 65% MVC
Training
35% MVC CNN 8.38 10.53 8.53
LSTM 5.80 7.57 7.02
C-LSTM 5.84 7.56 6.86
50% MVC CNN 9.73 8.44 7.33
LSTM 8.89 6.38 6.16
C-LSTM 9.29 6.31 6.04
65% MVC CNN 10.93 9.36 7.55
LSTM 9.33 8.50 6.16
C-LSTM 9.74 7.65 5.95
Multiple Force levels CNN 8.22 8.53 7.23
LSTM 6.24 5.87 5.81
C-LSTM 6.10 5.69 5.22