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<title>pyFTS.hyperparam package &#8212; pyFTS 1.6 documentation</title>
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<div class="section" id="pyfts-hyperparam-package">
<h1>pyFTS.hyperparam package<a class="headerlink" href="#pyfts-hyperparam-package" title="Permalink to this headline"></a></h1>
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<span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-pyFTS.hyperparam" title="Permalink to this headline"></a></h2>
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<h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline"></a></h2>
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<span id="pyfts-hyperparam-util-module"></span><h2>pyFTS.hyperparam.Util module<a class="headerlink" href="#module-pyFTS.hyperparam.Util" title="Permalink to this headline"></a></h2>
<p>Common facilities for hyperparameter optimization</p>
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<dt id="pyFTS.hyperparam.Util.create_hyperparam_tables">
<code class="sig-prename descclassname">pyFTS.hyperparam.Util.</code><code class="sig-name descname">create_hyperparam_tables</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">conn</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/hyperparam/Util.html#create_hyperparam_tables"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.hyperparam.Util.create_hyperparam_tables" title="Permalink to this definition"></a></dt>
<dd><p>Create a sqlite3 table designed to store benchmark results.</p>
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<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><p><strong>conn</strong> a sqlite3 database connection</p>
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<dt id="pyFTS.hyperparam.Util.insert_hyperparam">
<code class="sig-prename descclassname">pyFTS.hyperparam.Util.</code><code class="sig-name descname">insert_hyperparam</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em>, <em class="sig-param"><span class="n">conn</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/hyperparam/Util.html#insert_hyperparam"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.hyperparam.Util.insert_hyperparam" title="Permalink to this definition"></a></dt>
<dd><p>Insert benchmark data on database</p>
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<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><p><strong>data</strong> a tuple with the benchmark data with format:</p>
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<p>Dataset: Identify on which dataset the dataset was performed
Tag: a user defined word that indentify a benchmark set
Model: FTS model
Transformation: The name of data transformation, if one was used
mf: membership function
Order: the order of the FTS method
Partitioner: UoD partitioning scheme
Partitions: Number of partitions
alpha: alpha cut
lags: lags
Measure: accuracy measure
Value: the measure value</p>
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<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><p><strong>conn</strong> a sqlite3 database connection</p>
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<dt class="field-even">Returns</dt>
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<dt id="pyFTS.hyperparam.Util.open_hyperparam_db">
<code class="sig-prename descclassname">pyFTS.hyperparam.Util.</code><code class="sig-name descname">open_hyperparam_db</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">name</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/hyperparam/Util.html#open_hyperparam_db"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.hyperparam.Util.open_hyperparam_db" title="Permalink to this definition"></a></dt>
<dd><p>Open a connection with a Sqlite database designed to store benchmark results.</p>
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<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><p><strong>name</strong> database filenem</p>
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<dt class="field-even">Returns</dt>
<dd class="field-even"><p>a sqlite3 database connection</p>
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<h2>pyFTS.hyperparam.GridSearch module<a class="headerlink" href="#pyfts-hyperparam-gridsearch-module" title="Permalink to this headline"></a></h2>
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<li><a class="reference internal" href="#module-pyFTS.hyperparam">Module contents</a></li>
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<li><a class="reference internal" href="#module-pyFTS.hyperparam.Util">pyFTS.hyperparam.Util module</a></li>
<li><a class="reference internal" href="#pyfts-hyperparam-gridsearch-module">pyFTS.hyperparam.GridSearch module</a></li>
<li><a class="reference internal" href="#pyfts-hyperparam-evolutionary-module">pyFTS.hyperparam.Evolutionary module</a></li>
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