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Unbiased autoencoders showed the worst results on tiny training sets and seem to require much larger sets to outperform other methods.
More risk alleles are likely to be found to be both in common with other populations and also unique to each, specifically when much larger sets of samples are examined in each country.
Established tools like Weeder [14], Gibbs sampler [15] or MEME [16] were developed to address relatively small sets of input sequences, and scale poorly to the much larger sets of enriched sequences that whole-genome ChIP-Seq data can return.
In comparison to other primary methods, networks provide both a good representation of group-wise sequence similarity relationships and a strong visual and quantitative correlation with phylogenetic trees, while enabling analysis and visualization of much larger sets of sequences than trees or multiple sequence alignments can easily accommodate.
This opens a discussion of "weight of evidence" and the need for much larger sets of sequence data, from many genes, to build stronger hypotheses.
Accurate quantification of genome-wide variation in transformation frequency will require either sequencing much larger sets of recombinants or deeply sequencing large pools of recombinant genomes.
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What is inclusive for one set of students is exclusive for a much larger set.
The current availability of a much larger set of strong-motion records dictates that these regression equations be updated.
Herbert has implicitly pointed the finger at police, when in fact, it's a much larger set of issues.
Food: No. Toilets: One set in the entrance lobby, and a much larger set at the back of the main hall, with attendant.
This is in agreement with previously reported interpretations based on a three-dimensional thermal model interpolation to a much larger set of conventional apatite (U Th)/He ages.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com