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To deal with the imbalance issue, we applied the data undersampling technique (19) with multiple sampling factors, with the goal of decreasing the number of document instances belonging to the majority class and having a more equal distribution of both curatable and non-curatable documents in our training dataset.
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Future studies that focus on the daily HCW patient interactions and include multiple sampling, taking into account factors as hand washing, glove use and use of invasive devices, may help to define the role of these interactions in the transmission of yeasts.
Readout noise in CMOS image sensors can be reduced by the factor of √m effectively with appropriate M based on the fast correlated multiple sampling technique.
One of the main objectives with the lobChIP protocol was to simplify the handling of multiple samples to allow more factors to be studied in parallel.
Existing tools either test regulatory variation for one factor in multiple samples at a time, or for multiple factors in one or two samples.
SPSS statistical software version 12.0 was used for mean value comparisons of single-factor multiple samples.
We put forward this strategy, as pooling reads from multiple samples will bring in uncertain factors in de novo assembly, such as increase of alternative splicing, and thus affect assembly.
We propose a novel and powerful method called dCaP for simultaneously detecting constitutive and differential regulation of multiple epigenetic factors in multiple samples.
dCAP [ 13] is a new method to simultaneously detect constitutive and differential regulation of multiple epigenetic factors from multiple sample datasets, while the YNA database [ 14] provides an integrated data mining platform for chromatin changes in yeast.
Additional data on well depth, other hydrogeological factors, or why multiple samples were taken could provide more insight into this observed variation, but was not available.
Related to this general conclusion and based on factor analyses in multiple samples, Kendler [ 7] proposed three parenting dimensions represented by the scales Warmth, Protectiveness and Authoritarianism, when modifying the Parenting Bonding Instrument (PBI) from earlier work by Parker [ 8].
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