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<title>result – Learner results — Pebl v1.0.1 documentation</title>
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<div class="section" id="module-pebl.result">
<span id="result-learner-results"></span><h1><tt class="xref py py-mod docutils literal"><span class="pre">result</span></tt> – Learner results<a class="headerlink" href="#module-pebl.result" title="Permalink to this headline">¶</a></h1>
<p>This module includes a few classes and functions for working with results of
any Pebl learner.</p>
<div class="section" id="configuration-parameters">
<h2>Configuration Parameters<a class="headerlink" href="#configuration-parameters" title="Permalink to this headline">¶</a></h2>
<dl class="confparam">
<dt id="confparam-result.filename">
<tt class="descname">result.filename</tt><a class="headerlink" href="#confparam-result.filename" title="Permalink to this definition">¶</a></dt>
<dd><p>The name of the result output file
default=result.pebl</p>
</dd></dl>
<dl class="confparam">
<dt id="confparam-result.format">
<tt class="descname">result.format</tt><a class="headerlink" href="#confparam-result.format" title="Permalink to this definition">¶</a></dt>
<dd><p>The format for the pebl result file (pickle or html)
default=pickle</p>
</dd></dl>
<dl class="confparam">
<dt id="confparam-result.outdir">
<tt class="descname">result.outdir</tt><a class="headerlink" href="#confparam-result.outdir" title="Permalink to this definition">¶</a></dt>
<dd><p>Directory for html report.
default=result</p>
</dd></dl>
<dl class="confparam">
<dt id="confparam-result.size">
<tt class="descname">result.size</tt><a class="headerlink" href="#confparam-result.size" title="Permalink to this definition">¶</a></dt>
<dd><p>Number of top-scoring networks to save. Specify 0 to indicate that all scored networks should be saved.
default=1000</p>
</dd></dl>
</div>
<div class="section" id="learner-result">
<h2>Learner Result<a class="headerlink" href="#learner-result" title="Permalink to this headline">¶</a></h2>
<dl class="class">
<dt id="pebl.result.LearnerResult">
<em class="property">class </em><tt class="descclassname">pebl.result.</tt><tt class="descname">LearnerResult</tt><big>(</big><em>learner_=None</em>, <em>size=None</em><big>)</big><a class="headerlink" href="#pebl.result.LearnerResult" title="Permalink to this definition">¶</a></dt>
<dd><p>Class for storing any and all output of a learner.</p>
<p>This is a mutable container for networks and scores. In the future, it will
also be the place to collect statistics related to the learning task.</p>
<dl class="method">
<dt id="pebl.result.LearnerResult.add_network">
<tt class="descname">add_network</tt><big>(</big><em>net</em>, <em>score</em><big>)</big><a class="headerlink" href="#pebl.result.LearnerResult.add_network" title="Permalink to this definition">¶</a></dt>
<dd><p>Add a network and score to the results.</p>
</dd></dl>
<dl class="attribute">
<dt id="pebl.result.LearnerResult.posterior">
<tt class="descname">posterior</tt><a class="headerlink" href="#pebl.result.LearnerResult.posterior" title="Permalink to this definition">¶</a></dt>
<dd><p>Returns a posterior object for this result.</p>
</dd></dl>
<dl class="method">
<dt id="pebl.result.LearnerResult.start_run">
<tt class="descname">start_run</tt><big>(</big><big>)</big><a class="headerlink" href="#pebl.result.LearnerResult.start_run" title="Permalink to this definition">¶</a></dt>
<dd><p>Indicates that the learner is starting a new run.</p>
</dd></dl>
<dl class="method">
<dt id="pebl.result.LearnerResult.stop_run">
<tt class="descname">stop_run</tt><big>(</big><big>)</big><a class="headerlink" href="#pebl.result.LearnerResult.stop_run" title="Permalink to this definition">¶</a></dt>
<dd><p>Indicates that the learner is stopping a run.</p>
</dd></dl>
<dl class="method">
<dt id="pebl.result.LearnerResult.tofile">
<tt class="descname">tofile</tt><big>(</big><em>filename=None</em><big>)</big><a class="headerlink" href="#pebl.result.LearnerResult.tofile" title="Permalink to this definition">¶</a></dt>
<dd><p>Save the result to a python pickle file.</p>
<p>The result can be later read using the result.fromfile function.</p>
</dd></dl>
<dl class="method">
<dt id="pebl.result.LearnerResult.tohtml">
<tt class="descname">tohtml</tt><big>(</big><em>outdir=None</em><big>)</big><a class="headerlink" href="#pebl.result.LearnerResult.tohtml" title="Permalink to this definition">¶</a></dt>
<dd><p>Create a html report of the result.</p>
<p>outdir is a directory to create html files inside.</p>
</dd></dl>
</dd></dl>
</div>
<div class="section" id="functions">
<h2>Functions<a class="headerlink" href="#functions" title="Permalink to this headline">¶</a></h2>
<dl class="function">
<dt id="pebl.result.merge">
<tt class="descclassname">pebl.result.</tt><tt class="descname">merge</tt><big>(</big><em>*args</em><big>)</big><a class="headerlink" href="#pebl.result.merge" title="Permalink to this definition">¶</a></dt>
<dd><p>Returns a merged result object.</p>
<p>Example:</p>
<div class="highlight-python"><div class="highlight"><pre><span class="n">merge</span><span class="p">(</span><span class="n">result1</span><span class="p">,</span> <span class="n">result2</span><span class="p">,</span> <span class="n">result3</span><span class="p">)</span>
<span class="n">results</span> <span class="o">=</span> <span class="p">[</span><span class="n">result1</span><span class="p">,</span> <span class="n">result2</span><span class="p">,</span> <span class="n">result3</span><span class="p">]</span>
<span class="n">merge</span><span class="p">(</span><span class="n">results</span><span class="p">)</span>
<span class="n">merge</span><span class="p">(</span><span class="o">*</span><span class="n">results</span><span class="p">)</span>
</pre></div>
</div>
</dd></dl>
<dl class="function">
<dt id="pebl.result.fromfile">
<tt class="descclassname">pebl.result.</tt><tt class="descname">fromfile</tt><big>(</big><em>filename</em><big>)</big><a class="headerlink" href="#pebl.result.fromfile" title="Permalink to this definition">¶</a></dt>
<dd><p>Loads a learner result from file.</p>
</dd></dl>
</div>
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<h3><a href="index.html">Table Of Contents</a></h3>
<ul>
<li><a class="reference internal" href="#"><tt class="docutils literal"><span class="pre">result</span></tt> – Learner results</a><ul>
<li><a class="reference internal" href="#configuration-parameters">Configuration Parameters</a></li>
<li><a class="reference internal" href="#learner-result">Learner Result</a></li>
<li><a class="reference internal" href="#functions">Functions</a></li>
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