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As for sequence matching, if a more sensitive search is required that permits errors, it is still possible to use the exact match algorithms to find seed matches, and then join or extend these by direct testing.
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For each locus, we performed 100 bootstrap replicates, which permits error estimates to be generated on the species trees; this entire process was streamlined using a Perl-scripted pipeline developed by FTB and A. Narechania [ 51].
Additionally, the recent release of the hierarchical genome assembly process (HGAP) workflow of the SMRT-analysis pipeline [ 10] permits error-correction of continuous long reads to be performed without the need for additional circular consensus PacBio sequencing data, or short-read sequencing data from other platforms.
For example, read R1 (ACGTCC) is split into two seeds (ACG and TCC), if the number of permitted errors is 1.
The regularization parameter C controls the generalization capabilities of the classifier and it must be selected by the user, and ξ i are positive slack variables enabling to deal with permitted errors.
Not for the undaunted Rocky Branch residents and farmers in Saline County, who have testified and provided unaddressed documentation on permit errors at all public hearings against the reckless mine proposal.
Then the renewed eigenvectors are put into Rayleigh quotient again as an iterative process until the permitted "error forces" or definite errors of eigenvalues are reached.
Blunt adapters were ligated to each amplicon to facilitate circle replication [SMRTbell™ template sequencing] and to permit error control by calculating the consensus ('circular consensus sequence' or CCS).
In other words, the SVM classifier permits misclassification errors in this soft margin case [ 12].
A system that permits admitting errors honestly is more likely to achieve this goal, compared to a punitive approach [ 3].
Kotteakos, it is true, is somewhat more lenient; it will permit more errors to pass uncorrected.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com