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To obtain standard errors, the division into sets and GEBV predictions were replicated 10 times.
In order to obtain standard errors, the division into sets and all GW-EBV predictions were replicated six times.
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Three to nine variable QSAR models based on Multiple Linear Regression are built for each chemical dataset according to the original division into training/test sets.
All possible combinations of division into two sets are tested and the results are averaged.
Notwithstanding, it is proposed to perform a sequential optimization approach of partial objective targets through the division of the problem into sets of related equations that are easier to solve.
We then repeated this for all combinatorial divisions of the biomarkers into sets of appropriate size.
Division into the two sample sets (I and II) was done to validate disease related findings in two separate cohorts over time.
Spatial autocorrelation in species occurrences will cause a lack of independence between the test and training data sets if the division into training and test data is done randomly.
After each portion has been used as the test set once, the division into 10 parts is done again and the 10-fold cross-validation is repeated 10 times for a total of 100 runs (that is, class predictions are made on each sample exactly 10 times).
It processed the said set and the result is the division into 7 subsets {E(_{1})... E(_{7})}, as summarized in Table 7.
The cell cycle is an ordered set of events, culminating in cell growth and division into two daughter cells.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com