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| <h1 title="Uses of Interface opennlp.tools.commons.Trainer" class="title">Uses of Interface<br>opennlp.tools.commons.Trainer</h1> |
| </div> |
| <div class="caption"><span>Packages that use <a href="../Trainer.html" title="interface in opennlp.tools.commons">Trainer</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <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="#opennlp.tools.ml">opennlp.tools.ml</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Package related to Machine Learning (ML) features of OpenNLP, the related ML models, and trainers.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="#opennlp.tools.ml.maxent">opennlp.tools.ml.maxent</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Package related to ML by means of the Maximum Entropy (ME) algorithm.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="#opennlp.tools.ml.maxent.quasinewton">opennlp.tools.ml.maxent.quasinewton</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Package related to ML by means of the Quasi Newton (QN) algorithm.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="#opennlp.tools.ml.naivebayes">opennlp.tools.ml.naivebayes</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Package related to ML by means of the Naive Bayes algorithm.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="#opennlp.tools.ml.perceptron">opennlp.tools.ml.perceptron</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Package related to ML by means of the perceptron algorithm.</div> |
| </div> |
| </div> |
| <section class="class-uses"> |
| <ul class="block-list"> |
| <li> |
| <section class="detail" id="opennlp.tools.ml"> |
| <h2>Uses of <a href="../Trainer.html" title="interface in opennlp.tools.commons">Trainer</a> in <a href="../../ml/package-summary.html">opennlp.tools.ml</a></h2> |
| <div class="caption"><span>Subinterfaces of <a href="../Trainer.html" title="interface in opennlp.tools.commons">Trainer</a> in <a href="../../ml/package-summary.html">opennlp.tools.ml</a></span></div> |
| <div class="summary-table three-column-summary"> |
| <div class="table-header col-first">Modifier and Type</div> |
| <div class="table-header col-second">Interface</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><code>interface </code></div> |
| <div class="col-second even-row-color"><code><a href="../../ml/EventModelSequenceTrainer.html" class="type-name-link" title="interface in opennlp.tools.ml">EventModelSequenceTrainer</a><T></code></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A specialized <a href="../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"><code>interface </code></div> |
| <div class="col-second odd-row-color"><code><a href="../../ml/EventTrainer.html" class="type-name-link" title="interface in opennlp.tools.ml">EventTrainer</a></code></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">A specialized <a href="../Trainer.html" title="interface in opennlp.tools.commons"><code>Trainer</code></a> that is based on an <a href="../../ml/model/Event.html" title="class in opennlp.tools.ml.model"><code>Event</code></a> approach.</div> |
| </div> |
| <div class="col-first even-row-color"><code>interface </code></div> |
| <div class="col-second even-row-color"><code><a href="../../ml/SequenceTrainer.html" class="type-name-link" title="interface in opennlp.tools.ml">SequenceTrainer</a></code></div> |
| <div class="col-last even-row-color"> </div> |
| </div> |
| <div class="caption"><span>Classes in <a href="../../ml/package-summary.html">opennlp.tools.ml</a> that implement <a href="../Trainer.html" title="interface in opennlp.tools.commons">Trainer</a></span></div> |
| <div class="summary-table three-column-summary"> |
| <div class="table-header col-first">Modifier and Type</div> |
| <div class="table-header col-second">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><code>class </code></div> |
| <div class="col-second even-row-color"><code><a href="../../ml/AbstractEventModelSequenceTrainer.html" class="type-name-link" title="class in opennlp.tools.ml">AbstractEventModelSequenceTrainer</a></code></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A basic <a href="../../ml/EventModelSequenceTrainer.html" title="interface in opennlp.tools.ml"><code>EventModelSequenceTrainer</code></a> implementation that processes <a href="../../ml/model/Event.html" title="class in opennlp.tools.ml.model"><code>events</code></a>.</div> |
| </div> |
| <div class="col-first odd-row-color"><code>class </code></div> |
| <div class="col-second odd-row-color"><code><a href="../../ml/AbstractEventTrainer.html" class="type-name-link" title="class in opennlp.tools.ml">AbstractEventTrainer</a></code></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">A basic <a href="../../ml/EventTrainer.html" title="interface in opennlp.tools.ml"><code>EventTrainer</code></a> implementation.</div> |
| </div> |
| <div class="col-first even-row-color"><code>class </code></div> |
| <div class="col-second even-row-color"><code><a href="../../ml/AbstractTrainer.html" class="type-name-link" title="class in opennlp.tools.ml">AbstractTrainer</a></code></div> |
| <div class="col-last even-row-color"> </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.ml.maxent"> |
| <h2>Uses of <a href="../Trainer.html" title="interface in opennlp.tools.commons">Trainer</a> in <a href="../../ml/maxent/package-summary.html">opennlp.tools.ml.maxent</a></h2> |
| <div class="caption"><span>Classes in <a href="../../ml/maxent/package-summary.html">opennlp.tools.ml.maxent</a> that implement <a href="../Trainer.html" title="interface in opennlp.tools.commons">Trainer</a></span></div> |
| <div class="summary-table three-column-summary"> |
| <div class="table-header col-first">Modifier and Type</div> |
| <div class="table-header col-second">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><code>class </code></div> |
| <div class="col-second even-row-color"><code><a href="../../ml/maxent/GISTrainer.html" class="type-name-link" title="class in opennlp.tools.ml.maxent">GISTrainer</a></code></div> |
| <div class="col-last even-row-color"> |
| <div class="block">An implementation of Generalized Iterative Scaling (GIS).</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.ml.maxent.quasinewton"> |
| <h2>Uses of <a href="../Trainer.html" title="interface in opennlp.tools.commons">Trainer</a> in <a href="../../ml/maxent/quasinewton/package-summary.html">opennlp.tools.ml.maxent.quasinewton</a></h2> |
| <div class="caption"><span>Classes in <a href="../../ml/maxent/quasinewton/package-summary.html">opennlp.tools.ml.maxent.quasinewton</a> that implement <a href="../Trainer.html" title="interface in opennlp.tools.commons">Trainer</a></span></div> |
| <div class="summary-table three-column-summary"> |
| <div class="table-header col-first">Modifier and Type</div> |
| <div class="table-header col-second">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><code>class </code></div> |
| <div class="col-second even-row-color"><code><a href="../../ml/maxent/quasinewton/QNTrainer.html" class="type-name-link" title="class in opennlp.tools.ml.maxent.quasinewton">QNTrainer</a></code></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A Maxent model <a href="../Trainer.html" title="interface in opennlp.tools.commons"><code>Trainer</code></a> using L-BFGS algorithm.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.ml.naivebayes"> |
| <h2>Uses of <a href="../Trainer.html" title="interface in opennlp.tools.commons">Trainer</a> in <a href="../../ml/naivebayes/package-summary.html">opennlp.tools.ml.naivebayes</a></h2> |
| <div class="caption"><span>Classes in <a href="../../ml/naivebayes/package-summary.html">opennlp.tools.ml.naivebayes</a> that implement <a href="../Trainer.html" title="interface in opennlp.tools.commons">Trainer</a></span></div> |
| <div class="summary-table three-column-summary"> |
| <div class="table-header col-first">Modifier and Type</div> |
| <div class="table-header col-second">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><code>class </code></div> |
| <div class="col-second even-row-color"><code><a href="../../ml/naivebayes/NaiveBayesTrainer.html" class="type-name-link" title="class in opennlp.tools.ml.naivebayes">NaiveBayesTrainer</a></code></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Trains <a href="../../ml/naivebayes/NaiveBayesModel.html" title="class in opennlp.tools.ml.naivebayes"><code>models</code></a> using the combination of EM algorithm |
| and Naive Bayes classifier which is described in:</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.ml.perceptron"> |
| <h2>Uses of <a href="../Trainer.html" title="interface in opennlp.tools.commons">Trainer</a> in <a href="../../ml/perceptron/package-summary.html">opennlp.tools.ml.perceptron</a></h2> |
| <div class="caption"><span>Classes in <a href="../../ml/perceptron/package-summary.html">opennlp.tools.ml.perceptron</a> that implement <a href="../Trainer.html" title="interface in opennlp.tools.commons">Trainer</a></span></div> |
| <div class="summary-table three-column-summary"> |
| <div class="table-header col-first">Modifier and Type</div> |
| <div class="table-header col-second">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><code>class </code></div> |
| <div class="col-second even-row-color"><code><a href="../../ml/perceptron/PerceptronTrainer.html" class="type-name-link" title="class in opennlp.tools.ml.perceptron">PerceptronTrainer</a></code></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Trains <a href="../../ml/perceptron/PerceptronModel.html" title="class in opennlp.tools.ml.perceptron"><code>models</code></a> using the perceptron algorithm.</div> |
| </div> |
| <div class="col-first odd-row-color"><code>class </code></div> |
| <div class="col-second odd-row-color"><code><a href="../../ml/perceptron/SimplePerceptronSequenceTrainer.html" class="type-name-link" title="class in opennlp.tools.ml.perceptron">SimplePerceptronSequenceTrainer</a></code></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Trains <a href="../../ml/perceptron/PerceptronModel.html" title="class in opennlp.tools.ml.perceptron"><code>models</code></a> with sequences using the perceptron algorithm.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| </ul> |
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