To find an optimised design of the target-machine, this means to find the minimum number of supports and gears as well as the optimised configuration of the multi-spindle drilling gears, an automated system based on data mining, knowledge discovery and automated decision process is explained.
Analysis can be restricted according to data quality, by imposing a minimum number of supported reads.
As expected, large deletions found with 454 but not with Illumina are due to thresholds on the maximum depth allowed within the deletion as well as the minimum number of supporting reads (see Methods); large deletions found with Illumina but not with 454 are mostly due to low coverage with 454.
Minimum coverage was set to 100 and the minimum number of reads supporting each SNP was set to five.
Implicitly, Figure 8 also captures gene-fusion detection sensitivity as the ratio of number of detected fusions to the nine known fusions at various abundances for different minimum number of fusion-supporting reads threshold.
To minimize the number of false positives, both the probabilistic and partial-alignment-based methods required a minimum number of molecules supporting the variant allele for an SV to be called.
We called variants from pileup files produced by SAMtools based on cut-offs at the level of coverage (≥10), phred-score (≥20), and a minimum number of reads supporting a variant (≥2).
After splitting the maps at these low-coverage regions, we used OMBlast to align the split fragments with a minimum of 10 signals to reference maps and to detect large insertions, deletions, and inversions using partial-alignment-based strategy as described below, except that the minimum number of fragments supporting the variant call was set to one.
SNPs were called when 3 or more reads for the alternative alleles with a base quality of >13 were present at a given site, or if the coverage was 9 or less, the minimum number of reads supporting the alternative alleles was set to two.
