Table 7 Summary of the LMMs, created according to the formulas LMM[1a]-LMM[3d], and the reference linear models (LMs), to predict TLS-derived horizontal crown projection (CPATLS) with SIP-derived data, showing model prediction errors: RMSE1 (based on model fitted values), RMSE2 (based on a leave-one-out analysis); the best predictive model is denoted by italics; and all models’ coefficients are given in the Electronic supplementary material
Model ID | RMSE1 (m2) | RMSE1 (%) | RMSE2 (m2) | RMSE2 (%) |
|---|---|---|---|---|
LM[1] | 9.94 | 27.59 | 10.23 | 28.37 |
LMM[1a] | 8.27 | 22.94 | 9.49 | 26.32 |
LMM[1b] | 8.25 | 22.89 | 9.90 | 27.48 |
LM[2] | 8.99 | 24.96 | 9.56 | 26.51 |
LMM[2a] | 7.75 | 21.50 | 9.16 | 25.43 |
LMM[2b] | 7.48 | 20.76 | 8.97 | 24.90 |
LMM[2c] | 5.67 | 15.75 | 7.45 | 20.66 |
LM[3] | 8.65 | 24.00 | 9.59 | 26.61 |
LMM[3a] | 7.79 | 21.62 | 9.44 | 26.20 |
LMM[3b] | 7.53 | 20.90 | 9.28 | 25.75 |
LMM[3c] | 5.68 | 15.76 | 7.82 | 21.69 |
LMM[3d] | 7.63 | 21.18 | 9.17 | 25.43 |