Table 2 Average correlations in cross-validation
From: Bayesian modelling of phosphorus content in wheat grain using hyperspectral reflectance data
Selection criterio | |||||||||
|---|---|---|---|---|---|---|---|---|---|
All bands | \(p\left({\beta }_{j}\ne 0|data\right)\ge\) 0.6 | Avgmod | |||||||
Model | 2010 | 2011 | 2012 | 2010 | 2011 | 2012 | 2010 | 2011 | 2012 |
SCE | 0.642 | 0.677 | 0.652 | 0.523 | 0.389 | 0.635 | 0.533 | 0.630 | 0.634 |
Geospatial | 0.647 | 0.736 | 0.749 | 0.499 | 0.639 | 0.630 | 0.595 | 0.671 | 0.733 |
CAR | 0.655 | 0.709 | 0.814 | 0.524 | 0.621 | 0.647 | 0.601 | 0.680 | 0.823 |