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Figure 1 shows the schematic procedure for determining a pathway map set.
For the mapping set, there are 208 cases where an allele call disagrees as above, which applies to 470 markers with 373,261 non-missing scores.
Significance tests described above showed that each combination of consensus and H37Rv sequences for individual read data in each mapping stringency setting differed significantly difference in the proportion of mapped reads (p < 0.0001), with the proportion always higher using CS as the reference.
Results of further analyses for the relaxed mapping set are provided in the supplemental materials, but we discuss only results for the stringent mapping.
If there were multiple loci hits per probe set, only the top hit locus was mapped for each probe set to minimize the effect of tandem repeats during the clustering simulation analysis.
For each image set, the normal map is estimated using the OMP method [21 23] as proposed in this study.
An average error rate was calculated from all mapped reads for each data set.
We calculated the number of chimeric or duplicate reads as a percentage of the total mapped reads for each data set.
Further, NF-κB dependence for these probe sets is seen by comparing the heat map profiles for each probe set obtained in the presence of Dox vs the profile obtained in the absence of Dox.
For both EJF and ESF modeling, the coefficients were set to a 0 = 0 and { a s = 1 / s } 1 S. Essentially, we averaged predictions over s map subsets for each training set, and the ensemble predictions were an arithmetic mean of those base learners.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com