Table 3 Fit estimates and correlation coefficients for each of three validation runs for each trait, for each of which 2/3 of the data was used to impute the remaining 1/3.

Trait	Validation Run 1		Validation Run 2		Validation Run 3
Trait	NRMSE	r	NRMSE	r	NRMSE	r
Leaf Area	0.603	0.984	0.623	0.974	0.596	0.983
Leaf Dry Mass	0.694	0.988	0.681	0.987	0.865	0.983
Leaf Dry Matter Content	0.088	0.973	0.089	0.972	0.088	0.972
Specific Leaf Area (+petiole)	0.160	0.956	0.166	0.952	0.167	0.952
Leaf N Content	0.098	0.967	0.091	0.971	0.092	0.971
Plant Vegetative Height	0.282	0.979	0.307	0.975	0.368	0.966
Specific Root Length (all root)	0.339	0.941	0.518	0.868	0.431	0.904
Seed Dry Mass	0.309	0.996	0.300	0.996	0.306	0.996

NRMSE and correlations compared the original data (not used for training) with the imputed data for each of these runs. NRMSE: Normalized Root mean Square Error, r: correlation coefficient.

Quick links

Search