Table 2 R2, RMSE and bias of height and biomass with the one-scene-out cross validation (CV) and the leave-30%-out cross validation
From: Forest degradation and biomass loss along the Chocó region of Colombia
Metric | CV method | R2 | RMSE | Bias | R2 total | RMSE total | Bias total |
|---|---|---|---|---|---|---|---|
H (in m) | One-scene-out | 0.45 | 4.33 | 0.02 | 0.71 | 4.65 | − 0.13 |
30% out | 0.72 | 4.66 | 0.11 | – | – | – | |
AGB (in Mg/ha) | One-scene-out | 0.45 | 46.45 | 0.74 | 0.68 | 50.24 | − 1.07 |
30% out | 0.68 | 50.56 | 1.18 | – | – | – |