mirror of https://github.com/msberends/AMR.git
309 lines
11 KiB
HTML
309 lines
11 KiB
HTML
<!-- Generated by pkgdown: do not edit by hand -->
|
|
<!DOCTYPE html>
|
|
<html lang="en">
|
|
<head>
|
|
<meta charset="utf-8">
|
|
<meta http-equiv="X-UA-Compatible" content="IE=edge">
|
|
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
|
|
|
<title>Calculate the matching score for microorganisms — mo_matching_score • AMR (for R)</title>
|
|
|
|
<!-- favicons -->
|
|
<link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png">
|
|
<link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png">
|
|
<link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png" />
|
|
<link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png" />
|
|
<link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png" />
|
|
<link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png" />
|
|
|
|
<!-- jquery -->
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/jquery/3.4.1/jquery.min.js" integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo=" crossorigin="anonymous"></script>
|
|
<!-- Bootstrap -->
|
|
<link href="https://cdnjs.cloudflare.com/ajax/libs/bootswatch/3.4.0/flatly/bootstrap.min.css" rel="stylesheet" crossorigin="anonymous" />
|
|
|
|
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/3.4.1/js/bootstrap.min.js" integrity="sha256-nuL8/2cJ5NDSSwnKD8VqreErSWHtnEP9E7AySL+1ev4=" crossorigin="anonymous"></script>
|
|
|
|
<!-- bootstrap-toc -->
|
|
<link rel="stylesheet" href="../bootstrap-toc.css">
|
|
<script src="../bootstrap-toc.js"></script>
|
|
|
|
<!-- Font Awesome icons -->
|
|
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous" />
|
|
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous" />
|
|
|
|
<!-- clipboard.js -->
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script>
|
|
|
|
<!-- headroom.js -->
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script>
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script>
|
|
|
|
<!-- pkgdown -->
|
|
<link href="../pkgdown.css" rel="stylesheet">
|
|
<script src="../pkgdown.js"></script>
|
|
|
|
|
|
|
|
<link href="../extra.css" rel="stylesheet">
|
|
<script src="../extra.js"></script>
|
|
|
|
<meta property="og:title" content="Calculate the matching score for microorganisms — mo_matching_score" />
|
|
<meta property="og:description" content="This helper function is used by as.mo() to determine the most probable match of taxonomic records, based on user input." />
|
|
<meta property="og:image" content="https://msberends.github.io/AMR/logo.png" />
|
|
|
|
|
|
|
|
|
|
<!-- mathjax -->
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script>
|
|
<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script>
|
|
|
|
<!--[if lt IE 9]>
|
|
<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
|
|
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
|
|
<![endif]-->
|
|
|
|
|
|
|
|
</head>
|
|
|
|
<body data-spy="scroll" data-target="#toc">
|
|
<div class="container template-reference-topic">
|
|
<header>
|
|
<div class="navbar navbar-default navbar-fixed-top" role="navigation">
|
|
<div class="container">
|
|
<div class="navbar-header">
|
|
<button type="button" class="navbar-toggle collapsed" data-toggle="collapse" data-target="#navbar" aria-expanded="false">
|
|
<span class="sr-only">Toggle navigation</span>
|
|
<span class="icon-bar"></span>
|
|
<span class="icon-bar"></span>
|
|
<span class="icon-bar"></span>
|
|
</button>
|
|
<span class="navbar-brand">
|
|
<a class="navbar-link" href="../index.html">AMR (for R)</a>
|
|
<span class="version label label-default" data-toggle="tooltip" data-placement="bottom" title="Latest development version">1.3.0.9023</span>
|
|
</span>
|
|
</div>
|
|
|
|
<div id="navbar" class="navbar-collapse collapse">
|
|
<ul class="nav navbar-nav">
|
|
<li>
|
|
<a href="../index.html">
|
|
<span class="fa fa-home"></span>
|
|
|
|
Home
|
|
</a>
|
|
</li>
|
|
<li class="dropdown">
|
|
<a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-expanded="false">
|
|
<span class="fa fa-question-circle"></span>
|
|
|
|
How to
|
|
|
|
<span class="caret"></span>
|
|
</a>
|
|
<ul class="dropdown-menu" role="menu">
|
|
<li>
|
|
<a href="../articles/AMR.html">
|
|
<span class="fa fa-directions"></span>
|
|
|
|
Conduct AMR analysis
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/resistance_predict.html">
|
|
<span class="fa fa-dice"></span>
|
|
|
|
Predict antimicrobial resistance
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/datasets.html">
|
|
<span class="fa fa-database"></span>
|
|
|
|
Data sets for download / own use
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/PCA.html">
|
|
<span class="fa fa-compress"></span>
|
|
|
|
Conduct principal component analysis for AMR
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/MDR.html">
|
|
<span class="fa fa-skull-crossbones"></span>
|
|
|
|
Determine multi-drug resistance (MDR)
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/WHONET.html">
|
|
<span class="fa fa-globe-americas"></span>
|
|
|
|
Work with WHONET data
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/SPSS.html">
|
|
<span class="fa fa-file-upload"></span>
|
|
|
|
Import data from SPSS/SAS/Stata
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/EUCAST.html">
|
|
<span class="fa fa-exchange-alt"></span>
|
|
|
|
Apply EUCAST rules
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../reference/mo_property.html">
|
|
<span class="fa fa-bug"></span>
|
|
|
|
Get properties of a microorganism
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../reference/ab_property.html">
|
|
<span class="fa fa-capsules"></span>
|
|
|
|
Get properties of an antibiotic
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../articles/benchmarks.html">
|
|
<span class="fa fa-shipping-fast"></span>
|
|
|
|
Other: benchmarks
|
|
</a>
|
|
</li>
|
|
</ul>
|
|
</li>
|
|
<li>
|
|
<a href="../reference/index.html">
|
|
<span class="fa fa-book-open"></span>
|
|
|
|
Manual
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../authors.html">
|
|
<span class="fa fa-users"></span>
|
|
|
|
Authors
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../news/index.html">
|
|
<span class="far fa far fa-newspaper"></span>
|
|
|
|
Changelog
|
|
</a>
|
|
</li>
|
|
</ul>
|
|
<ul class="nav navbar-nav navbar-right">
|
|
<li>
|
|
<a href="https://github.com/msberends/AMR">
|
|
<span class="fab fa fab fa-github"></span>
|
|
|
|
Source Code
|
|
</a>
|
|
</li>
|
|
<li>
|
|
<a href="../survey.html">
|
|
<span class="fa fa-clipboard-list"></span>
|
|
|
|
Survey
|
|
</a>
|
|
</li>
|
|
</ul>
|
|
|
|
</div><!--/.nav-collapse -->
|
|
</div><!--/.container -->
|
|
</div><!--/.navbar -->
|
|
|
|
|
|
|
|
</header>
|
|
|
|
<div class="row">
|
|
<div class="col-md-9 contents">
|
|
<div class="page-header">
|
|
<h1>Calculate the matching score for microorganisms</h1>
|
|
<small class="dont-index">Source: <a href='https://github.com/msberends/AMR/blob/master/R/mo_matching_score.R'><code>R/mo_matching_score.R</code></a></small>
|
|
<div class="hidden name"><code>mo_matching_score.Rd</code></div>
|
|
</div>
|
|
|
|
<div class="ref-description">
|
|
<p>This helper function is used by <code><a href='as.mo.html'>as.mo()</a></code> to determine the most probable match of taxonomic records, based on user input.</p>
|
|
</div>
|
|
|
|
<pre class="usage"><span class='fu'>mo_matching_score</span>(<span class='kw'>x</span>, <span class='kw'>fullname</span>, uncertainty = <span class='fl'>1</span>)</pre>
|
|
|
|
<h2 class="hasAnchor" id="arguments"><a class="anchor" href="#arguments"></a>Arguments</h2>
|
|
<table class="ref-arguments">
|
|
<colgroup><col class="name" /><col class="desc" /></colgroup>
|
|
<tr>
|
|
<th>x</th>
|
|
<td><p>Any user input value(s)</p></td>
|
|
</tr>
|
|
<tr>
|
|
<th>fullname</th>
|
|
<td><p>A full taxonomic name, that exists in <code><a href='microorganisms.html'>microorganisms$fullname</a></code></p></td>
|
|
</tr>
|
|
<tr>
|
|
<th>uncertainty</th>
|
|
<td><p>The level of uncertainty set in <code><a href='as.mo.html'>as.mo()</a></code>, see <code>allow_uncertain</code> in that function (here, it defaults to 1, but is automatically determined in <code><a href='as.mo.html'>as.mo()</a></code> based on the number of transformations needed to get to a result)</p></td>
|
|
</tr>
|
|
</table>
|
|
|
|
<h2 class="hasAnchor" id="details"><a class="anchor" href="#details"></a>Details</h2>
|
|
|
|
<p>The matching score is based on four parameters:</p><ol>
|
|
<li><p>A human pathogenic prevalence \(P\), that is categorised into group 1, 2 and 3 (see <code><a href='as.mo.html'>as.mo()</a></code>);</p></li>
|
|
<li><p>A kingdom index \(K\) is set as follows: Bacteria = 1, Fungi = 2, Protozoa = 3, Archaea = 4, and all others = 5;</p></li>
|
|
<li><p>The level of uncertainty \(U\) that is needed to get to a result (1 to 3, see <code><a href='as.mo.html'>as.mo()</a></code>);</p></li>
|
|
<li><p>The <a href='https://en.wikipedia.org/wiki/Levenshtein_distance'>Levenshtein distance</a> \(L\) is the distance between the user input and all taxonomic full names, with the text length of the user input being the maximum distance. A modified version of the Levenshtein distance \(L'\) based on the text length of the full name \(F\) is calculated as:</p></li>
|
|
</ol>
|
|
|
|
<p>$$L' = F - \frac{0.5L}{F}$$</p>
|
|
<p>The final matching score \(M\) is calculated as:
|
|
$$M = L' \times \frac{1}{P K U} = \frac{F - 0.5L}{F P K U}$$</p>
|
|
|
|
<h2 class="hasAnchor" id="examples"><a class="anchor" href="#examples"></a>Examples</h2>
|
|
<pre class="examples"><span class='fu'><a href='as.mo.html'>as.mo</a></span>(<span class='st'>"E. coli"</span>)
|
|
<span class='fu'><a href='as.mo.html'>mo_uncertainties</a></span>()
|
|
</pre>
|
|
</div>
|
|
<div class="col-md-3 hidden-xs hidden-sm" id="pkgdown-sidebar">
|
|
<nav id="toc" data-toggle="toc" class="sticky-top">
|
|
<h2 data-toc-skip>Contents</h2>
|
|
</nav>
|
|
</div>
|
|
</div>
|
|
|
|
|
|
<footer>
|
|
<div class="copyright">
|
|
<p>Developed by <a href='https://www.rug.nl/staff/m.s.berends/'>Matthijs S. Berends</a>, <a href='https://www.rug.nl/staff/c.f.luz/'>Christian F. Luz</a>, <a href='https://www.rug.nl/staff/a.w.friedrich/'>Alexander W. Friedrich</a>, <a href='https://www.rug.nl/staff/b.sinha/'>Bhanu N. M. Sinha</a>, <a href='https://www.rug.nl/staff/c.j.albers/'>Casper J. Albers</a>, <a href='https://www.rug.nl/staff/c.glasner/'>Corinna Glasner</a>.</p>
|
|
</div>
|
|
|
|
<div class="pkgdown">
|
|
<p>Site built with <a href="https://pkgdown.r-lib.org/">pkgdown</a> 1.5.1.9000.</p>
|
|
</div>
|
|
|
|
</footer>
|
|
</div>
|
|
|
|
|
|
|
|
|
|
</body>
|
|
</html>
|
|
|
|
|