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Target-site positioning was then considered and predictions retained only if the site occurred with similar positioning (as defined in Materials and Methods) in the two species.
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A final high confidence set of miRNAs was then generated by i) retaining all predictions supported by at least one read corresponding to the star strand ii) predictions where no star strand was identified were retained only if the mature sequence was supported by 10 or more reads (combined from both lifecycle stages) and the precursor sequence passed the hairpin classifier CIDmiRNA [ 47, 85].
This study retained only factors with eigenvalues that exceed one.
Method k retained only baseline QOL.
The final models retained only significant factors.
Thus, we retained only dN estimates.
Heuristic search retained only one tree.
We retained only studies of DT as an intervention.
Again, we retained only those that were statistically significant.
Additionally, we hold out pristine examples for testing, integrated result over multiple classifiers retaining only predictions that show a high degree of consensus, chose classifier parameters based on the cross-validation tests, and used a simpler predictor where possible, to address the overfitting issue.
For each regression, all the predictors were included in the model, retaining only the variables that significantly contributed to the prediction of cognitive test score.
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CEO of Professional Science Editing for Scientists @ prosciediting.com