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Accuracy of imputation increases with the number of SNPs in the test set, increase in the number of samples in the reference set and presence of closely related animals in the reference.
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Going forward, persona management for multiple publics will become second nature as the tool set increases in ease of use and flexibility.
Training ceases when the error in the validation data set increases in certain consecutive epochs (iterations) in order to avoid the problem of over-fitting (the number of consecutive epochs is 6 by default in MATLAB).
As scientific data sets increase in size, dimensionality, and complexity, new high resolution, interactive, collaborative networked display systems are required to view them in real-time.
PubMed users are less likely to select results when result sets increase in size.
Affimetrix microarray assays showed that the number of vorinostat-regulated probe sets increased in both cell types as a function of time; however, the overall response in BJ LTSTERas cells consistently exceeded that of BJ cells by ∼1000 probe sets at every time point.
For example, the HFE normalized by sequence length, solvent accessible surface area or volume, remains well matched regardless of the set increasing in size from 59 to 81 or 134 pairs of proteins (Table 1, Fig. 3A).
They also shared that seeing providers work in a group setting increased their trust in the providers.
Obama also directed the Transportation Department to set an increase in federal fuel efficiency standards for the 2011 model year, as required by a 2007 energy law, but will delay setting 2012-2015 requirements.
This is the strongest expectation that house prices are set to increase in the near term since March.
One in five women have not produced children by the age of 45, a proportion that only looks set to increase in the future.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com