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This score uses the MD between pairs of residues, as defined by a given scoring matrix.
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To eliminate non-shape variation, landmarks are superimposed by recursively minimizing a given scoring function such as the mean square distance between the corresponding points.
The "top-ranking" method is also a popular way to evaluate the performance of a given scoring function by identifying the first hit in the ranked predictions and comparing their ranks.
Once the parameters are determined for a given spectrum analyzed by a certain method, one can obtain the P-value of a given score by integration.
To assess more quantitatively how far down the list the ranking remains meaningful, we assess the probability of generating a given score by chance.
The resulting q-value defines the fraction of tolerated false positives above a given score arising by random chance in our background model.
Our algorithm could also find an exhaustive set of alignments up to a given score level by searching at that score level and reporting all results.
This indicates the probability of a site scoring above a given weight score by chance, and thus provides an estimate of the FPR.
Anderson and Sally are adroit at guiding their readers but never patronising or boring them – which isn't easy when you're explaining the importance to football of Poisson distribution, at the centre of which is the idea that the probability of a goal being scored by a given team is the same every minute, no matter the current score or how many minutes are left.
The Smith-Waterman finds the alignment in a more quantitative way by giving scores for matches and mismatches for every possible pair of residues.
When predicting the binding affinity for a new peptide, values for each residue at each position are attained and summarized for a score by a given formula.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com