Table 2 Coefficient of determination for LSTM network and PLS (10 lags), for all rats and 7 folds

From: A stack LSTM structure for decoding continuous force from local field potential signal of primary motor cortex (M1)

R2 Rat 1 Rat 2 Rat 3
PLS LSTM PLS LSTM PLS LSTM
Fold 1 0.50 0.54 0.36 0.59 0.48 0.55
Fold 2 0.38 0.51 0.57 0.57 0.57 0.62
Fold 3 0.39 0.44 0.49 0.49 0.41 0.48
Fold 4 0.43 0.46 0.42 0.42 0.53 0.59
Fold 5 0.38 0.68 0.29 0.34 0.46 0.45
Fold 6 0.53 0.45 0.54 0.57 0.50 0.62
Fold 7 0.48 0.58 0.35 0.49 0.50 0.52
Average 0.44 ± 0.06 0.52 ± 0.08 0.43 ± 0.1 0.49 ± 0.09 0.49 ± 0.05 0.54 ± 0.06