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| <h1 title="Uses of Package opennlp.tools.ml.model" class="title">Uses of Package<br>opennlp.tools.ml.model</h1> |
| </div> |
| <div class="caption"><span>Packages that use <a href="package-summary.html">opennlp.tools.ml.model</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.chunker">opennlp.tools.chunker</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Package related to finding non-recursive syntactic annotation such as noun phrase chunks.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="#opennlp.tools.doccat">opennlp.tools.doccat</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Package for classifying a document into a category.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="#opennlp.tools.langdetect">opennlp.tools.langdetect</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Package related to predicting languages from samples of text.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="#opennlp.tools.lemmatizer">opennlp.tools.lemmatizer</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Package related to the lemmatizer functionality.</div> |
| </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.io">opennlp.tools.ml.maxent.io</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Package related to the I/O functionality of the maxent package including reading |
| and writing models in several formats.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="#opennlp.tools.ml.maxent.quasinewton">opennlp.tools.ml.maxent.quasinewton</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Package related to ML by means of the Quasi Newton (QN) algorithm.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="#opennlp.tools.ml.model">opennlp.tools.ml.model</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Package related to ML models and feature selection techniques.</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 class="col-first odd-row-color"><a href="#opennlp.tools.namefind">opennlp.tools.namefind</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Package related to finding proper names and numeric amounts.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="#opennlp.tools.parser">opennlp.tools.parser</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Package containing common code for performing full syntactic parsing.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="#opennlp.tools.parser.chunking">opennlp.tools.parser.chunking</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Package containing code for performing full syntactic parsing using shift/reduce-style decisions.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="#opennlp.tools.parser.treeinsert">opennlp.tools.parser.treeinsert</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Package containing experimental code for performing full syntactic |
| parsing using attachment decisions.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="#opennlp.tools.postag">opennlp.tools.postag</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Package related to part-of-speech tagging.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="#opennlp.tools.sentdetect">opennlp.tools.sentdetect</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Package related to identifying sentence boundaries.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="#opennlp.tools.tokenize">opennlp.tools.tokenize</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Contains classes related to finding token or words in a string.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="#opennlp.tools.util">opennlp.tools.util</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Package containing utility data structures and algorithms used by multiple other packages.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="#opennlp.tools.util.model">opennlp.tools.util.model</a></div> |
| <div class="col-last odd-row-color"> </div> |
| </div> |
| <section class="package-uses"> |
| <ul class="block-list"> |
| <li> |
| <section class="detail" id="opennlp.tools.chunker"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../../chunker/package-summary.html">opennlp.tools.chunker</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModel.html#opennlp.tools.chunker">AbstractModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A basic <a href="MaxentModel.html" title="interface in opennlp.tools.ml.model"><code>MaxentModel</code></a> implementation.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/Event.html#opennlp.tools.chunker">Event</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/MaxentModel.html#opennlp.tools.chunker">MaxentModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Interface for maximum entropy models.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/Sequence.html#opennlp.tools.chunker">Sequence</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Class which models a sequence.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/SequenceClassificationModel.html#opennlp.tools.chunker">SequenceClassificationModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A classification model that can label an input <a href="../../util/Sequence.html" title="class in opennlp.tools.util"><code>Sequence</code></a>.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/SequenceStream.html#opennlp.tools.chunker">SequenceStream</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for streams of <a href="Sequence.html" title="class in opennlp.tools.ml.model"><code>sequences</code></a> used to train sequence models.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.doccat"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../../doccat/package-summary.html">opennlp.tools.doccat</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/Event.html#opennlp.tools.doccat">Event</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/MaxentModel.html#opennlp.tools.doccat">MaxentModel</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for maximum entropy models.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.langdetect"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../../langdetect/package-summary.html">opennlp.tools.langdetect</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/Event.html#opennlp.tools.langdetect">Event</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/MaxentModel.html#opennlp.tools.langdetect">MaxentModel</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for maximum entropy models.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.lemmatizer"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../../lemmatizer/package-summary.html">opennlp.tools.lemmatizer</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModel.html#opennlp.tools.lemmatizer">AbstractModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A basic <a href="MaxentModel.html" title="interface in opennlp.tools.ml.model"><code>MaxentModel</code></a> implementation.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/Event.html#opennlp.tools.lemmatizer">Event</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/MaxentModel.html#opennlp.tools.lemmatizer">MaxentModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Interface for maximum entropy models.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/Sequence.html#opennlp.tools.lemmatizer">Sequence</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Class which models a sequence.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/SequenceClassificationModel.html#opennlp.tools.lemmatizer">SequenceClassificationModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A classification model that can label an input <a href="../../util/Sequence.html" title="class in opennlp.tools.util"><code>Sequence</code></a>.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/SequenceStream.html#opennlp.tools.lemmatizer">SequenceStream</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for streams of <a href="Sequence.html" title="class in opennlp.tools.ml.model"><code>sequences</code></a> used to train sequence models.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.ml"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../package-summary.html">opennlp.tools.ml</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModelWriter.html#opennlp.tools.ml">AbstractModelWriter</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">An abstract, basic implementation of a model writer.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/ComparablePredicate.html#opennlp.tools.ml">ComparablePredicate</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">A maxent predicate representation which we can use to sort based on the |
| outcomes.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/Context.html#opennlp.tools.ml">Context</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Class which associates a real valued parameter or expected value with a particular contextual |
| predicate or feature.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/DataIndexer.html#opennlp.tools.ml">DataIndexer</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Represents an indexer which compresses events in memory and performs feature selection.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/Event.html#opennlp.tools.ml">Event</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/MaxentModel.html#opennlp.tools.ml">MaxentModel</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for maximum entropy models.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/SequenceClassificationModel.html#opennlp.tools.ml">SequenceClassificationModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A classification model that can label an input <a href="../../util/Sequence.html" title="class in opennlp.tools.util"><code>Sequence</code></a>.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/SequenceStream.html#opennlp.tools.ml">SequenceStream</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for streams of <a href="Sequence.html" title="class in opennlp.tools.ml.model"><code>sequences</code></a> used to train sequence models.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.ml.maxent"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../maxent/package-summary.html">opennlp.tools.ml.maxent</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModel.html#opennlp.tools.ml.maxent">AbstractModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A basic <a href="MaxentModel.html" title="interface in opennlp.tools.ml.model"><code>MaxentModel</code></a> implementation.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/Context.html#opennlp.tools.ml.maxent">Context</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Class which associates a real valued parameter or expected value with a particular contextual |
| predicate or feature.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/DataIndexer.html#opennlp.tools.ml.maxent">DataIndexer</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Represents an indexer which compresses events in memory and performs feature selection.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/EvalParameters.html#opennlp.tools.ml.maxent">EvalParameters</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">This class encapsulates the variables used in producing probabilities from a model |
| and facilitates passing these variables to the eval method.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/Event.html#opennlp.tools.ml.maxent">Event</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/MaxentModel.html#opennlp.tools.ml.maxent">MaxentModel</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for maximum entropy models.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/Prior.html#opennlp.tools.ml.maxent">Prior</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">This interface allows one to implement a prior distribution for use in |
| maximum entropy model training.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.ml.maxent.io"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../maxent/io/package-summary.html">opennlp.tools.ml.maxent.io</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModel.html#opennlp.tools.ml.maxent.io">AbstractModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A basic <a href="MaxentModel.html" title="interface in opennlp.tools.ml.model"><code>MaxentModel</code></a> implementation.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/AbstractModelReader.html#opennlp.tools.ml.maxent.io">AbstractModelReader</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">An abstract, basic implementation of a model reader.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModelWriter.html#opennlp.tools.ml.maxent.io">AbstractModelWriter</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">An abstract, basic implementation of a model writer.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/ComparablePredicate.html#opennlp.tools.ml.maxent.io">ComparablePredicate</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">A maxent predicate representation which we can use to sort based on the |
| outcomes.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/DataReader.html#opennlp.tools.ml.maxent.io">DataReader</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Describes generic ways to read data from a <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/DataInputStream.html" title="class or interface in java.io" class="external-link"><code>DataInputStream</code></a>.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.ml.maxent.quasinewton"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../maxent/quasinewton/package-summary.html">opennlp.tools.ml.maxent.quasinewton</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModel.html#opennlp.tools.ml.maxent.quasinewton">AbstractModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A basic <a href="MaxentModel.html" title="interface in opennlp.tools.ml.model"><code>MaxentModel</code></a> implementation.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/Context.html#opennlp.tools.ml.maxent.quasinewton">Context</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Class which associates a real valued parameter or expected value with a particular contextual |
| predicate or feature.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/DataIndexer.html#opennlp.tools.ml.maxent.quasinewton">DataIndexer</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Represents an indexer which compresses events in memory and performs feature selection.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/MaxentModel.html#opennlp.tools.ml.maxent.quasinewton">MaxentModel</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for maximum entropy models.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.ml.model"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="package-summary.html">opennlp.tools.ml.model</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractDataIndexer.html#opennlp.tools.ml.model">AbstractDataIndexer</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Abstract <a href="DataIndexer.html" title="interface in opennlp.tools.ml.model"><code>DataIndexer</code></a> implementation for collecting |
| event and context counts used in training.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/AbstractModel.html#opennlp.tools.ml.model">AbstractModel</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">A basic <a href="MaxentModel.html" title="interface in opennlp.tools.ml.model"><code>MaxentModel</code></a> implementation.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModel.ModelType.html#opennlp.tools.ml.model">AbstractModel.ModelType</a></div> |
| <div class="col-last even-row-color"> </div> |
| <div class="col-first odd-row-color"><a href="class-use/AbstractModelReader.html#opennlp.tools.ml.model">AbstractModelReader</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">An abstract, basic implementation of a model reader.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModelWriter.html#opennlp.tools.ml.model">AbstractModelWriter</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">An abstract, basic implementation of a model writer.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/ComparableEvent.html#opennlp.tools.ml.model">ComparableEvent</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">A maxent event representation which we can use to sort based on the |
| predicates indexes contained in the events.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/ComparablePredicate.html#opennlp.tools.ml.model">ComparablePredicate</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A maxent predicate representation which we can use to sort based on the |
| outcomes.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/Context.html#opennlp.tools.ml.model">Context</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Class which associates a real valued parameter or expected value with a particular contextual |
| predicate or feature.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/DataIndexer.html#opennlp.tools.ml.model">DataIndexer</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Represents an indexer which compresses events in memory and performs feature selection.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/DataReader.html#opennlp.tools.ml.model">DataReader</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Describes generic ways to read data from a <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/DataInputStream.html" title="class or interface in java.io" class="external-link"><code>DataInputStream</code></a>.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/EvalParameters.html#opennlp.tools.ml.model">EvalParameters</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">This class encapsulates the variables used in producing probabilities from a model |
| and facilitates passing these variables to the eval method.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/Event.html#opennlp.tools.ml.model">Event</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/FileEventStream.html#opennlp.tools.ml.model">FileEventStream</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Class for using a file of <a href="Event.html" title="class in opennlp.tools.ml.model"><code>events</code></a> as an <a href="../../util/ObjectStream.html" title="interface in opennlp.tools.util"><code>event stream</code></a>.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/MaxentModel.html#opennlp.tools.ml.model">MaxentModel</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for maximum entropy models.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/OnePassDataIndexer.html#opennlp.tools.ml.model">OnePassDataIndexer</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A <a href="DataIndexer.html" title="interface in opennlp.tools.ml.model"><code>DataIndexer</code></a> for maxent model data which handles cutoffs for uncommon |
| contextual predicates and provides a unique integer index for each of the |
| predicates.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/Prior.html#opennlp.tools.ml.model">Prior</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">This interface allows one to implement a prior distribution for use in |
| maximum entropy model training.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/Sequence.html#opennlp.tools.ml.model">Sequence</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Class which models a sequence.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/SequenceStream.html#opennlp.tools.ml.model">SequenceStream</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for streams of <a href="Sequence.html" title="class in opennlp.tools.ml.model"><code>sequences</code></a> used to train sequence models.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.ml.naivebayes"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../naivebayes/package-summary.html">opennlp.tools.ml.naivebayes</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModel.html#opennlp.tools.ml.naivebayes">AbstractModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A basic <a href="MaxentModel.html" title="interface in opennlp.tools.ml.model"><code>MaxentModel</code></a> implementation.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/AbstractModelReader.html#opennlp.tools.ml.naivebayes">AbstractModelReader</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">An abstract, basic implementation of a model reader.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModelWriter.html#opennlp.tools.ml.naivebayes">AbstractModelWriter</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">An abstract, basic implementation of a model writer.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/ComparablePredicate.html#opennlp.tools.ml.naivebayes">ComparablePredicate</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">A maxent predicate representation which we can use to sort based on the |
| outcomes.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/Context.html#opennlp.tools.ml.naivebayes">Context</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Class which associates a real valued parameter or expected value with a particular contextual |
| predicate or feature.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/DataIndexer.html#opennlp.tools.ml.naivebayes">DataIndexer</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Represents an indexer which compresses events in memory and performs feature selection.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/DataReader.html#opennlp.tools.ml.naivebayes">DataReader</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Describes generic ways to read data from a <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/DataInputStream.html" title="class or interface in java.io" class="external-link"><code>DataInputStream</code></a>.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/EvalParameters.html#opennlp.tools.ml.naivebayes">EvalParameters</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">This class encapsulates the variables used in producing probabilities from a model |
| and facilitates passing these variables to the eval method.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/MaxentModel.html#opennlp.tools.ml.naivebayes">MaxentModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Interface for maximum entropy models.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.ml.perceptron"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../perceptron/package-summary.html">opennlp.tools.ml.perceptron</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModel.html#opennlp.tools.ml.perceptron">AbstractModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A basic <a href="MaxentModel.html" title="interface in opennlp.tools.ml.model"><code>MaxentModel</code></a> implementation.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/AbstractModelReader.html#opennlp.tools.ml.perceptron">AbstractModelReader</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">An abstract, basic implementation of a model reader.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModelWriter.html#opennlp.tools.ml.perceptron">AbstractModelWriter</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">An abstract, basic implementation of a model writer.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/ComparablePredicate.html#opennlp.tools.ml.perceptron">ComparablePredicate</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">A maxent predicate representation which we can use to sort based on the |
| outcomes.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/Context.html#opennlp.tools.ml.perceptron">Context</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Class which associates a real valued parameter or expected value with a particular contextual |
| predicate or feature.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/DataIndexer.html#opennlp.tools.ml.perceptron">DataIndexer</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Represents an indexer which compresses events in memory and performs feature selection.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/DataReader.html#opennlp.tools.ml.perceptron">DataReader</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Describes generic ways to read data from a <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/DataInputStream.html" title="class or interface in java.io" class="external-link"><code>DataInputStream</code></a>.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/EvalParameters.html#opennlp.tools.ml.perceptron">EvalParameters</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">This class encapsulates the variables used in producing probabilities from a model |
| and facilitates passing these variables to the eval method.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/Event.html#opennlp.tools.ml.perceptron">Event</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/MaxentModel.html#opennlp.tools.ml.perceptron">MaxentModel</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for maximum entropy models.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/SequenceStream.html#opennlp.tools.ml.perceptron">SequenceStream</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Interface for streams of <a href="Sequence.html" title="class in opennlp.tools.ml.model"><code>sequences</code></a> used to train sequence models.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.namefind"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../../namefind/package-summary.html">opennlp.tools.namefind</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModel.html#opennlp.tools.namefind">AbstractModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A basic <a href="MaxentModel.html" title="interface in opennlp.tools.ml.model"><code>MaxentModel</code></a> implementation.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/Event.html#opennlp.tools.namefind">Event</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/MaxentModel.html#opennlp.tools.namefind">MaxentModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Interface for maximum entropy models.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/Sequence.html#opennlp.tools.namefind">Sequence</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Class which models a sequence.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/SequenceClassificationModel.html#opennlp.tools.namefind">SequenceClassificationModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A classification model that can label an input <a href="../../util/Sequence.html" title="class in opennlp.tools.util"><code>Sequence</code></a>.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/SequenceStream.html#opennlp.tools.namefind">SequenceStream</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for streams of <a href="Sequence.html" title="class in opennlp.tools.ml.model"><code>sequences</code></a> used to train sequence models.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.parser"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../../parser/package-summary.html">opennlp.tools.parser</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/Event.html#opennlp.tools.parser">Event</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/MaxentModel.html#opennlp.tools.parser">MaxentModel</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for maximum entropy models.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.parser.chunking"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../../parser/chunking/package-summary.html">opennlp.tools.parser.chunking</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/Event.html#opennlp.tools.parser.chunking">Event</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.parser.treeinsert"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../../parser/treeinsert/package-summary.html">opennlp.tools.parser.treeinsert</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/Event.html#opennlp.tools.parser.treeinsert">Event</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.postag"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../../postag/package-summary.html">opennlp.tools.postag</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/AbstractModel.html#opennlp.tools.postag">AbstractModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A basic <a href="MaxentModel.html" title="interface in opennlp.tools.ml.model"><code>MaxentModel</code></a> implementation.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/Event.html#opennlp.tools.postag">Event</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/MaxentModel.html#opennlp.tools.postag">MaxentModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Interface for maximum entropy models.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/Sequence.html#opennlp.tools.postag">Sequence</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Class which models a sequence.</div> |
| </div> |
| <div class="col-first even-row-color"><a href="class-use/SequenceClassificationModel.html#opennlp.tools.postag">SequenceClassificationModel</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">A classification model that can label an input <a href="../../util/Sequence.html" title="class in opennlp.tools.util"><code>Sequence</code></a>.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/SequenceStream.html#opennlp.tools.postag">SequenceStream</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for streams of <a href="Sequence.html" title="class in opennlp.tools.ml.model"><code>sequences</code></a> used to train sequence models.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.sentdetect"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../../sentdetect/package-summary.html">opennlp.tools.sentdetect</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/Event.html#opennlp.tools.sentdetect">Event</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
| <div class="col-first odd-row-color"><a href="class-use/MaxentModel.html#opennlp.tools.sentdetect">MaxentModel</a></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Interface for maximum entropy models.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="opennlp.tools.tokenize"> |
| <div class="caption"><span>Classes in <a href="package-summary.html">opennlp.tools.ml.model</a> used by <a href="../../tokenize/package-summary.html">opennlp.tools.tokenize</a></span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Class</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color"><a href="class-use/Event.html#opennlp.tools.tokenize">Event</a></div> |
| <div class="col-last even-row-color"> |
| <div class="block">The context of a decision point during training.</div> |
| </div> |
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| <div class="block">Interface for maximum entropy models.</div> |
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