PW | Model | Liver organs | Lung tumors | ||||
---|---|---|---|---|---|---|---|
MAE (mm) | RMSE (mm) | R2 (None) | MAE (mm) | RMSE (mm) | R2 (None) | ||
0.4 s (j = 2) | Linear | 0.60 ± 0.15 | 1.61 ± 0.64 | 0.96 ± 0.03 | 0.86 ± 0.56 | 1.84 ± 0.84 | 0.97 ± 0.02 |
Ridge | 0.60 ± 0.15 | 1.61 ± 0.64 | 0.96 ± 0.03 | 0.90 ± 0.60 | 1.87 ± 0.87 | 0.97 ± 0.02 | |
L2-L1 | 1.26 ± 0.33 | 2.16 ± 0.54 | 0.94 ± 0.04 | 1.41 ± 0.38 | 2.35 ± 0.66 | 0.96 ± 0.01 | |
LSTM | 1.87 ± 0.38 | 2.94 ± 0.56 | 0.87 ± 0.12 | 2.51 ± 1.39 | 3.93 ± 1.67 | 0.92 ± 0.03 | |
Bi-LSTM | 1.70 ± 0.63 | 2.85 ± 0.75 | 0.89 ± 0.11 | 2.26 ± 0.99 | 3.57 ± 1.09 | 0.93 ± 0.02 | |
GRU | 1.58 ± 0.46 | 2.69 ± 0.60 | 0.90 ± 0.08 | 2.18 ± 0.92 | 3.46 ± 1.04 | 0.94 ± 0.02 | |
KF | 2.07 ± 0.48 | 2.66 ± 0.62 | 0.95 ± 0.03 | 2.34 ± 0.83 | 2.77 ± 0.95 | 0.93 ± 0.03 | |
0.6 s (j = 3) | Linear | 1.19 ± 0.40 | 1.55 ± 0.51 | 0.97 ± 0.02 | 1.65 ± 0.87 | 2.11 ± 1.06 | 0.97 ± 0.03 |
Ridge | 1.2 ± 0.39 | 1.56 ± 0.50 | 0.97 ± 0.02 | 1.69 ± 0.92 | 2.16 ± 1.12 | 0.97 ± 0.03 | |
L2-L1 | 2.23 ± 0.71 | 2.85 ± 0.90 | 0.91 ± 0.06 | 2.52 ± 0.71 | 3.29 ± 0.96 | 0.94 ± 0.03 | |
LSTM | 1.87 ± 0.38 | 2.94 ± 0.56 | 0.87 ± 0.12 | 3.32 ± 1.40 | 4.36 ± 1.97 | 0.91 ± 0.04 | |
Bi-LSTM | 1.70 ± 0.63 | 2.85 ± 0.75 | 0.89 ± 0.11 | 3.39 ± 1.64 | 4.56 ± 2.27 | 0.89 ± 0.07 | |
GRU | 1.58 ± 0.46 | 2.69 ± 0.60 | 0.90 ± 0.08 | 3.50 ± 1.48 | 4.62 ± 1.98 | 0.88 ± 0.06 | |
KF | 2.55 ± 0.99 | 3.41 ± 1.21 | 0.89 ± 0.01 | 2.89 ± 1.13 | 3.60 ± 1.32 | 0.87 ± 0.03 |