Models | Datasets | ||
---|---|---|---|
c1 | c4 | c6 | |
LR | 20.02 | 39.00 | 47.19 |
SVR | 21.41 | 30.84 | 28.32 |
MLP | 16.50 | 23.95 | 16.82 |
CNN | 15.29 | 17.15 | 11.72 |
MCNN | 14.34 | 16.51 | 11.07 |
RNN | 14.37 | 14.85 | 15.78 |
Deep RNN | 12.93 | 13.86 | 13.43 |
LSTM | 13.86 | 14.52 | 13.64 |
Deep LSTM | 12.59 | 13.30 | 11.46 |
GRU | 13.36 | 14.29 | 12.12 |
Deep GRU | 11.41 | 13.09 | 10.55 |
CBLSTM [18] | 7.50 | 6.10 | 8.10 |
CGRU | 9.65 | 10.98 | 10.06 |
MCGRU | 6.87 | 6.04 | 7.42 |