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We extract information about the investigated molecules from various data sources to obtain an informative set of features.
This necessitated the development of a method for selection of the most informative set of molecules.
To improve the data integration method, Chen et al. [ 18] define a data integration rank (DIR) score to select the most informative evidence among a set of data sources.
Tag cloud representation is a widespread visualization technology which provides users with an informative image from a designated set of data.
While a non-visual set of data may be more scientifically informative, an image like this can fire the imagination of even someone with no scientific training while still depicting how revolutionary the Hubble Space Telescope has been for astronomy.
This project contains two sets of data.
Chen et al. [ 26] define a data integration rank (DIR) score by taking a max instead of average to capture the most informative evidence among a set of integrated data sources.
Additional SNPs between the parent strains occur in the merge data file generated by REDHORSE; however, since these differences are not informative among this set of progeny, they were not included in the map.
To ensure that any observed order effects could only be due to the failure of the non-informative margins condition we considered the simplest setting, that of data missing completely at random [ 20] p. 16, and set the values of Y and W1 to be missing for the first 50 individuals in the dataset.
A subset of 384 SNPs was used to successfully fingerprint a panel of eggplant germplasm, producing a set of informative diversity data.
The sequencing of parental lines of these mapping pedigrees has recently been carried out using 454-Roche sequencing to extend the set of informative SNPs (data available on the Short Read Archive of the NCBI).
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