To this CV set and test set one applies regular K-fold CV.
For instance, rather than tasking yourself with re-writing your whole CV, set yourself the goal of adapting just the personal statement at the top of your CV.
BIncludes data from CV sets one through nine; see text for details.
MHA, CGBM, TD, HARM, AFB, LvDS, JMAV and CV set up the study design and participate in monitoring the study.
Amphetamine and BMPEA were traced at the cone voltage (CV) set at 20 V with the following selected precursor ion product ion transitions at their respective collision energies (CE): m/ z 136.11 > 65.04, CE 35 eV; 136.11 > 91.05, CE 20 eV; and 136.11 > 119.09, CE 10 eV.
Table 2 provides the mean performance comparison amongst the various types of protein descriptors as assessed by the training set, the tenfold CV set and the external set.
Removing relatedness between CV sets sharply decreased prediction accuracies for all traits and subpopulations, falling near zero between BGs with no known shared ancestry.
Given the need for high relatedness between CV sets to obtain good prediction accuracies, we recommend to build GS models for prediction within the same breeding population only.
With strong relatedness between CV sets, prediction accuracies for RR within environment and BG were high for wood (r = 0.71 0.79) and moderately high for growth (r = 0.52 0.69) traits, in line with trends in heritabilities.
To recapitulate, this is first because marker-based model accuracies do not hold when removing relatedness between CV sets, indicating that with the current marker densities the overall short-range LD between markers and causal loci is either too low to be of practical use or not sufficiently well captured.
