Biomass Estimation on Hokkaido, Japan (test)
0.655Log R2XGBoost
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| XGBoost2026.01 | 0.655 | 60.93 | -0.049 | 7.686 | 56.1 | 85.4 | 94.3 | |
| Random Forest2026.01 | 0.646 | 61.81 | 0.032 | 6.845 | 26 | 49 | 64.5 | |
| ANP2026.01 | 0.64 | 62.78 | -0.004 | 0.721 | 86 | 97.2 | 99.9 | |
| MLPDropout=true2026.01 | 0.626 | 62.19 | -0.091 | 4.365 | 26.8 | 51.7 | 68.7 | |
| IDW2026.01 | -0.121 | 86.5 | 0.154 | 4.775 | 44.7 | 72.8 | 84.7 |