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<h1 title="Package opennlp.tools.ml" class="title">Package opennlp.tools.ml</h1>
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<div class="package-signature">package <span class="element-name">opennlp.tools.ml</span></div>
<section class="package-description" id="package-description">
<div class="block">Package related to Machine Learning (ML) features of OpenNLP, the related ML models, and trainers.</div>
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<div class="caption"><span>Related Packages</span></div>
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<div class="table-header col-first">Package</div>
<div class="table-header col-last">Description</div>
<div class="col-first even-row-color"><a href="maxent/package-summary.html">opennlp.tools.ml.maxent</a></div>
<div class="col-last even-row-color">
<div class="block">Package related to ML by means of the Maximum Entropy (ME) algorithm.</div>
</div>
<div class="col-first odd-row-color"><a href="model/package-summary.html">opennlp.tools.ml.model</a></div>
<div class="col-last odd-row-color">
<div class="block">Package related to ML models and feature selection techniques.</div>
</div>
<div class="col-first even-row-color"><a href="naivebayes/package-summary.html">opennlp.tools.ml.naivebayes</a></div>
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<div class="block">Package related to ML by means of the Naive Bayes algorithm.</div>
</div>
<div class="col-first odd-row-color"><a href="perceptron/package-summary.html">opennlp.tools.ml.perceptron</a></div>
<div class="col-last odd-row-color">
<div class="block">Package related to ML by means of the perceptron algorithm.</div>
</div>
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<div class="table-header col-first">Class</div>
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<div class="col-first even-row-color class-summary class-summary-tab2"><a href="AbstractEventModelSequenceTrainer.html" title="class in opennlp.tools.ml">AbstractEventModelSequenceTrainer</a></div>
<div class="col-last even-row-color class-summary class-summary-tab2">
<div class="block">A basic <a href="EventModelSequenceTrainer.html" title="interface in opennlp.tools.ml"><code>EventModelSequenceTrainer</code></a> implementation that processes <a href="model/Event.html" title="class in opennlp.tools.ml.model"><code>events</code></a>.</div>
</div>
<div class="col-first odd-row-color class-summary class-summary-tab2"><a href="AbstractEventTrainer.html" title="class in opennlp.tools.ml">AbstractEventTrainer</a></div>
<div class="col-last odd-row-color class-summary class-summary-tab2">
<div class="block">A basic <a href="EventTrainer.html" title="interface in opennlp.tools.ml"><code>EventTrainer</code></a> implementation.</div>
</div>
<div class="col-first even-row-color class-summary class-summary-tab2"><a href="AbstractMLModelWriter.html" title="class in opennlp.tools.ml">AbstractMLModelWriter</a></div>
<div class="col-last even-row-color class-summary class-summary-tab2">&nbsp;</div>
<div class="col-first odd-row-color class-summary class-summary-tab2"><a href="AbstractTrainer.html" title="class in opennlp.tools.ml">AbstractTrainer</a></div>
<div class="col-last odd-row-color class-summary class-summary-tab2">&nbsp;</div>
<div class="col-first even-row-color class-summary class-summary-tab2"><a href="ArrayMath.html" title="class in opennlp.tools.ml">ArrayMath</a></div>
<div class="col-last even-row-color class-summary class-summary-tab2">
<div class="block">Utility class for simple vector arithmetic.</div>
</div>
<div class="col-first odd-row-color class-summary class-summary-tab2"><a href="BeamSearch.html" title="class in opennlp.tools.ml">BeamSearch</a>&lt;T&gt;</div>
<div class="col-last odd-row-color class-summary class-summary-tab2">
<div class="block">Performs k-best search over a sequence.</div>
</div>
<div class="col-first even-row-color class-summary class-summary-tab1"><a href="EventModelSequenceTrainer.html" title="interface in opennlp.tools.ml">EventModelSequenceTrainer</a>&lt;T&gt;</div>
<div class="col-last even-row-color class-summary class-summary-tab1">
<div class="block">A specialized <a href="../commons/Trainer.html" title="interface in opennlp.tools.commons"><code>Trainer</code></a> that is based on a 'EventModelSequence' approach.</div>
</div>
<div class="col-first odd-row-color class-summary class-summary-tab1"><a href="EventTrainer.html" title="interface in opennlp.tools.ml">EventTrainer</a></div>
<div class="col-last odd-row-color class-summary class-summary-tab1">
<div class="block">A specialized <a href="../commons/Trainer.html" title="interface in opennlp.tools.commons"><code>Trainer</code></a> that is based on an <a href="model/Event.html" title="class in opennlp.tools.ml.model"><code>Event</code></a> approach.</div>
</div>
<div class="col-first even-row-color class-summary class-summary-tab1"><a href="SequenceTrainer.html" title="interface in opennlp.tools.ml">SequenceTrainer</a></div>
<div class="col-last even-row-color class-summary class-summary-tab1">&nbsp;</div>
<div class="col-first odd-row-color class-summary class-summary-tab2"><a href="TrainerFactory.html" title="class in opennlp.tools.ml">TrainerFactory</a></div>
<div class="col-last odd-row-color class-summary class-summary-tab2">
<div class="block">A factory to initialize <a href="../commons/Trainer.html" title="interface in opennlp.tools.commons"><code>Trainer</code></a> instances depending on a trainer type
configured via <a href="../util/TrainingParameters.html" title="class in opennlp.tools.util"><code>TrainingParameters</code></a>.</div>
</div>
<div class="col-first even-row-color class-summary class-summary-tab3"><a href="TrainerFactory.TrainerType.html" title="enum class in opennlp.tools.ml">TrainerFactory.TrainerType</a></div>
<div class="col-last even-row-color class-summary class-summary-tab3">&nbsp;</div>
</div>
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