For particles with multiple conformations, inaccurate alignments and orientation parameters will yield an averaged map with diminished resolution and smeared density.
Given a set of training examples,, the parameter estimation problem is the task of identifying a vector of weights w= w1, w2,…, w n )∈ℝ n for which the RAF inference algorithm, as described in the previous section, will yield accurate alignments and consensus structures.
Thus, an alignment of any pair of residue symbols will yield a positive score; and gap matching (or insert/delete) is the only operation that can reduce the alignment score in preceding cells.
We expect that a more efficient algorithm that can optimize the pairwise potential better will yield more accurate alignments.
However, the presence of many stop codons in noncoding regions and out-of-frame coding regions renders it very unlikely that these regions will yield high-scoring alignments by chance.
However, the use of a reference genome that is too genetically distant from the sample population will yield inaccurate read alignments and, as previously reported, substantial data loss; both factors decrease the ability to detect biological variants [ 13, 14].
In previous alignment projects, it has been shown that a qvalue threshold at 0.4 will yield precision rates for candidate term pairs of more than 90percentnt [ 6, 13].
Although the use of homology searches will yield many useful results, some of the false predicted genes may also have a low-scoring alignment that, absent any further processing, would lead us to call this false gene a missed gene.
Different assumptions, naturally, will yield different results.
"Hopefully, it will yield the same result".
