Table 1.
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 |