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Bayes C π linear model analysis of continuous phenotypes resulted in downward bias of heritability estimates for training population sizes with 1000 and 2250 observations, except for a heritability of 0.10 and a training population size with 1000 observations.
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The correlation between EBVs and DYDs was also estimated for training bulls and denoted as scenario a max = 1.
The validation test of the Maxent package provided very high estimates for both training (0.976) and test (0.949) AUC (Table 1).
(2) Clutter amplitude of each ambiguous range is estimated for all training samples based on maximum likelihood estimation (MLE) and the estimated clutter DOFs.
When only correlations are corrected, the predictive power of the RF estimate for the training data is decreased and differences between ĝcs (cyan) and ĝc (blue) are evident in the later phases of the RF estimates.
The estimate for such training is a zero effect.
Images in the testing dataset will require the estimated mean and standard deviation estimated for the training dataset.
In the case of the presented system, the appearance-based classifier (see Sect. " The appearance-based classifier") can, due to its already strong performance, replace annotated data by its object class estimate for each training sample.
Once SNP effects are estimated for the training population, they can be successively applied over generations with updated allele frequencies to develop prediction equations specific to a given generation [ 8].
We compare the performance of the environment identification model, using and not using reverberation estimated by MSLP, for training.
It is more reasonable to compare variable contributions for new process runs with historical results achieved under Normal Operating Conditions, where confidence limits for contribution plots estimated from training data are used to judge new production runs.
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