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The dataset is read from a XRFF file (IN XRFF).
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The value of is specific to a dataset, so it is read from the file that contains the projection data.
The R and S datasets are read as plain text from HDFS and delivered to two separate concurrent flatMap transformations, identifiable by the input source file.
For example, "Train CPANN" button will not be available until appropriate data are read from a dataset file.
The merged events of all input variants are read from the RsMergeArch dataset at first.
The Illumina dataset is from the GAGE benchmark [ 21] (100 bp reads, all short paired-end libraries).
A detailed absolute comparison between 1242 16S-Sanger reads, 72571 reads of 16S-454 and the 300,000 reads from '16S SOLiD' dataset is depicted in Additional file 3.
(ii) To create a single-end dataset: one read from each pair was randomly selected by walking through the paired FASTQ files, and the chosen set of reads were then independently mapped to the SacCer1 genome (2003) using ELAND (from the CASAVA 1.6 pipeline), including only reads that mapped to a single location (up to two mismatches in the 32-bp seed).
After removing low quality alignments and amplification artifacts, the hits to each dataset were combined, and 53,163 reads from 5DL and 26,535 from 5DS were found to match a gene coding sequence from at least one of the databases (Table 3).
The drug sensitivity read out from this dataset is half maximal effective concentration values (EC50).
We believe this is only partly true, as the number of reads from the peat swamp forest dataset is as large, but the numbers of unique genes are similar to those from the datasets with lower numbers of total reads.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com