愉悦度 | 熟悉度 | 强度 | |||||
MAE | r | MAE | r | MAE | r | ||
Odor-GCN | 8.53 | 0.52 | 6.30 | 0.45 | 11.56 | 0.42 | |
摩根指纹 信息 | RF | 10.78 | 0.43 | 6.43 | 0.34 | 11.69 | 0.24 |
GP | 11.71 | 0.12 | 6.43 | 0.24 | 11.83 | 0.10 | |
PLS | 11.01 | 0.41 | 7.98 | 0.18 | 14.30 | 0.15 | |
CNN | 10.53 | 0.29 | 7.76 | 0.18 | 15.58 | 0.19 | |
特征信息拼接 | RF | 9.22 | 0.39 | 6.56 | 0.19 | 11.62 | 0.22 |
GP | 9.62 | 0.04 | 6.69 | 0.01 | 12.11 | -0.06 | |
PLS | 9.37 | 0.35 | 8.43 | 0.07 | 12.56 | 0.13 | |
CNN | 10.54 | 0.28 | 8.95 | 0.22 | 16.00 | 0.14 | |
图结构 信息 | RF | 8.94 | 0.43 | 6.57 | 0.33 | 11.57 | 0.30 |
GP | 8.60 | 0.45 | 6.58 | 0.32 | 11.98 | 0.01 | |
PLS | 10.29 | 0.27 | 7.50 | 0.15 | 13.12 | 0.21 | |
CNN | 12.24 | 0.23 | 8.47 | 0.24 | 14.04 | 0.28 |