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| <li>Summary: </li> |
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| <li>Detail: </li> |
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| <div class="sub-title"><span class="package-label-in-type">Package</span> <a href="package-summary.html">opennlp.tools.languagemodel</a></div> |
| <h1 title="Class NGramLanguageModel" class="title">Class NGramLanguageModel</h1> |
| </div> |
| <div class="inheritance" title="Inheritance Tree"><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html" title="class or interface in java.lang" class="external-link">java.lang.Object</a> |
| <div class="inheritance"><a href="../ngram/NGramModel.html" title="class in opennlp.tools.ngram">opennlp.tools.ngram.NGramModel</a> |
| <div class="inheritance">opennlp.tools.languagemodel.NGramLanguageModel</div> |
| </div> |
| </div> |
| <section class="class-description" id="class-description"> |
| <dl class="notes"> |
| <dt>All Implemented Interfaces:</dt> |
| <dd><code><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Iterable.html" title="class or interface in java.lang" class="external-link">Iterable</a><<a href="../util/StringList.html" title="class in opennlp.tools.util">StringList</a>></code>, <code><a href="LanguageModel.html" title="interface in opennlp.tools.languagemodel">LanguageModel</a></code></dd> |
| </dl> |
| <hr> |
| <div class="type-signature"><span class="modifiers">public class </span><span class="element-name type-name-label">NGramLanguageModel</span> |
| <span class="extends-implements">extends <a href="../ngram/NGramModel.html" title="class in opennlp.tools.ngram">NGramModel</a> |
| implements <a href="LanguageModel.html" title="interface in opennlp.tools.languagemodel">LanguageModel</a></span></div> |
| <div class="block">A <a href="LanguageModel.html" title="interface in opennlp.tools.languagemodel"><code>LanguageModel</code></a> based on a <a href="../ngram/NGramModel.html" title="class in opennlp.tools.ngram"><code>NGramModel</code></a> using Stupid Backoff to get |
| the probabilities of the ngrams.</div> |
| </section> |
| <section class="summary"> |
| <ul class="summary-list"> |
| <!-- ======== CONSTRUCTOR SUMMARY ======== --> |
| <li> |
| <section class="constructor-summary" id="constructor-summary"> |
| <h2>Constructor Summary</h2> |
| <div class="caption"><span>Constructors</span></div> |
| <div class="summary-table two-column-summary"> |
| <div class="table-header col-first">Constructor</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-constructor-name even-row-color"><code><a href="#%3Cinit%3E()" class="member-name-link">NGramLanguageModel</a>()</code></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Initializes an <a href="NGramLanguageModel.html" title="class in opennlp.tools.languagemodel"><code>NGramLanguageModel</code></a> with <code>DEFAULT_N</code>.</div> |
| </div> |
| <div class="col-constructor-name odd-row-color"><code><a href="#%3Cinit%3E(int)" class="member-name-link">NGramLanguageModel</a><wbr>(int n)</code></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Initializes an <a href="NGramLanguageModel.html" title="class in opennlp.tools.languagemodel"><code>NGramLanguageModel</code></a> with the given <code>n</code> for the ngram size.</div> |
| </div> |
| <div class="col-constructor-name even-row-color"><code><a href="#%3Cinit%3E(java.io.InputStream)" class="member-name-link">NGramLanguageModel</a><wbr>(<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/InputStream.html" title="class or interface in java.io" class="external-link">InputStream</a> in)</code></div> |
| <div class="col-last even-row-color"> |
| <div class="block">Initializes a <a href="NGramLanguageModel.html" title="class in opennlp.tools.languagemodel"><code>NGramLanguageModel</code></a> instance via a valid <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/InputStream.html" title="class or interface in java.io" class="external-link"><code>InputStream</code></a>.</div> |
| </div> |
| <div class="col-constructor-name odd-row-color"><code><a href="#%3Cinit%3E(java.io.InputStream,int)" class="member-name-link">NGramLanguageModel</a><wbr>(<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/InputStream.html" title="class or interface in java.io" class="external-link">InputStream</a> in, |
| int n)</code></div> |
| <div class="col-last odd-row-color"> |
| <div class="block">Initializes a <a href="NGramLanguageModel.html" title="class in opennlp.tools.languagemodel"><code>NGramLanguageModel</code></a> instance via a valid <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/InputStream.html" title="class or interface in java.io" class="external-link"><code>InputStream</code></a>.</div> |
| </div> |
| </div> |
| </section> |
| </li> |
| <!-- ========== METHOD SUMMARY =========== --> |
| <li> |
| <section class="method-summary" id="method-summary"> |
| <h2>Method Summary</h2> |
| <div id="method-summary-table"> |
| <div class="table-tabs" role="tablist" aria-orientation="horizontal"><button id="method-summary-table-tab0" role="tab" aria-selected="true" aria-controls="method-summary-table.tabpanel" tabindex="0" onkeydown="switchTab(event)" onclick="show('method-summary-table', 'method-summary-table', 3)" class="active-table-tab">All Methods</button><button id="method-summary-table-tab2" role="tab" aria-selected="false" aria-controls="method-summary-table.tabpanel" tabindex="-1" onkeydown="switchTab(event)" onclick="show('method-summary-table', 'method-summary-table-tab2', 3)" class="table-tab">Instance Methods</button><button id="method-summary-table-tab4" role="tab" aria-selected="false" aria-controls="method-summary-table.tabpanel" tabindex="-1" onkeydown="switchTab(event)" onclick="show('method-summary-table', 'method-summary-table-tab4', 3)" class="table-tab">Concrete Methods</button></div> |
| <div id="method-summary-table.tabpanel" role="tabpanel"> |
| <div class="summary-table three-column-summary" aria-labelledby="method-summary-table-tab0"> |
| <div class="table-header col-first">Modifier and Type</div> |
| <div class="table-header col-second">Method</div> |
| <div class="table-header col-last">Description</div> |
| <div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>void</code></div> |
| <div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#add(java.lang.String...)" class="member-name-link">add</a><wbr>(<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/String.html" title="class or interface in java.lang" class="external-link">String</a>... tokens)</code></div> |
| <div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"> |
| <div class="block">Adds further tokens.</div> |
| </div> |
| <div class="col-first odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code>double</code></div> |
| <div class="col-second odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#calculateProbability(java.lang.String...)" class="member-name-link">calculateProbability</a><wbr>(<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/String.html" title="class or interface in java.lang" class="external-link">String</a>... tokens)</code></div> |
| <div class="col-last odd-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"> |
| <div class="block">Calculate the probability of a series of tokens (e.g. a sentence), given a vocabulary.</div> |
| </div> |
| <div class="col-first even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/String.html" title="class or interface in java.lang" class="external-link">String</a>[]</code></div> |
| <div class="col-second even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"><code><a href="#predictNextTokens(java.lang.String...)" class="member-name-link">predictNextTokens</a><wbr>(<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/String.html" title="class or interface in java.lang" class="external-link">String</a>... tokens)</code></div> |
| <div class="col-last even-row-color method-summary-table method-summary-table-tab2 method-summary-table-tab4"> |
| <div class="block">Predict the most probable output sequence of tokens, given an input sequence of <code>tokens</code>.</div> |
| </div> |
| </div> |
| </div> |
| </div> |
| <div class="inherited-list"> |
| <h3 id="methods-inherited-from-class-opennlp.tools.ngram.NGramModel">Methods inherited from class opennlp.tools.ngram.<a href="../ngram/NGramModel.html" title="class in opennlp.tools.ngram">NGramModel</a></h3> |
| <code><a href="../ngram/NGramModel.html#add(java.lang.CharSequence,int,int)">add</a>, <a href="../ngram/NGramModel.html#add(opennlp.tools.util.StringList)">add</a>, <a href="../ngram/NGramModel.html#add(opennlp.tools.util.StringList,int,int)">add</a>, <a href="../ngram/NGramModel.html#contains(opennlp.tools.util.StringList)">contains</a>, <a href="../ngram/NGramModel.html#cutoff(int,int)">cutoff</a>, <a href="../ngram/NGramModel.html#equals(java.lang.Object)">equals</a>, <a href="../ngram/NGramModel.html#getCount(opennlp.tools.util.StringList)">getCount</a>, <a href="../ngram/NGramModel.html#hashCode()">hashCode</a>, <a href="../ngram/NGramModel.html#iterator()">iterator</a>, <a href="../ngram/NGramModel.html#numberOfGrams()">numberOfGrams</a>, <a href="../ngram/NGramModel.html#remove(opennlp.tools.util.StringList)">remove</a>, <a href="../ngram/NGramModel.html#serialize(java.io.OutputStream)">serialize</a>, <a href="../ngram/NGramModel.html#setCount(opennlp.tools.util.StringList,int)">setCount</a>, <a href="../ngram/NGramModel.html#size()">size</a>, <a href="../ngram/NGramModel.html#toDictionary()">toDictionary</a>, <a href="../ngram/NGramModel.html#toDictionary(boolean)">toDictionary</a>, <a href="../ngram/NGramModel.html#toString()">toString</a></code></div> |
| <div class="inherited-list"> |
| <h3 id="methods-inherited-from-class-java.lang.Object">Methods inherited from class java.lang.<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html" title="class or interface in java.lang" class="external-link">Object</a></h3> |
| <code><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#getClass()" title="class or interface in java.lang" class="external-link">getClass</a>, <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#notify()" title="class or interface in java.lang" class="external-link">notify</a>, <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#notifyAll()" title="class or interface in java.lang" class="external-link">notifyAll</a>, <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#wait()" title="class or interface in java.lang" class="external-link">wait</a>, <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#wait(long)" title="class or interface in java.lang" class="external-link">wait</a>, <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Object.html#wait(long,int)" title="class or interface in java.lang" class="external-link">wait</a></code></div> |
| <div class="inherited-list"> |
| <h3 id="methods-inherited-from-class-java.lang.Iterable">Methods inherited from interface java.lang.<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Iterable.html" title="class or interface in java.lang" class="external-link">Iterable</a></h3> |
| <code><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Iterable.html#forEach(java.util.function.Consumer)" title="class or interface in java.lang" class="external-link">forEach</a>, <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/Iterable.html#spliterator()" title="class or interface in java.lang" class="external-link">spliterator</a></code></div> |
| </section> |
| </li> |
| </ul> |
| </section> |
| <section class="details"> |
| <ul class="details-list"> |
| <!-- ========= CONSTRUCTOR DETAIL ======== --> |
| <li> |
| <section class="constructor-details" id="constructor-detail"> |
| <h2>Constructor Details</h2> |
| <ul class="member-list"> |
| <li> |
| <section class="detail" id="<init>()"> |
| <h3>NGramLanguageModel</h3> |
| <div class="member-signature"><span class="modifiers">public</span> <span class="element-name">NGramLanguageModel</span>()</div> |
| <div class="block">Initializes an <a href="NGramLanguageModel.html" title="class in opennlp.tools.languagemodel"><code>NGramLanguageModel</code></a> with <code>DEFAULT_N</code>.</div> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="<init>(int)"> |
| <h3>NGramLanguageModel</h3> |
| <div class="member-signature"><span class="modifiers">public</span> <span class="element-name">NGramLanguageModel</span><wbr><span class="parameters">(int n)</span></div> |
| <div class="block">Initializes an <a href="NGramLanguageModel.html" title="class in opennlp.tools.languagemodel"><code>NGramLanguageModel</code></a> with the given <code>n</code> for the ngram size.</div> |
| <dl class="notes"> |
| <dt>Parameters:</dt> |
| <dd><code>n</code> - The size of the ngrams to be used. Must be greater than <code>0</code>.</dd> |
| <dt>Throws:</dt> |
| <dd><code><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/IllegalArgumentException.html" title="class or interface in java.lang" class="external-link">IllegalArgumentException</a></code> - Thrown if one of the arguments was invalid.</dd> |
| </dl> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="<init>(java.io.InputStream)"> |
| <h3>NGramLanguageModel</h3> |
| <div class="member-signature"><span class="modifiers">public</span> <span class="element-name">NGramLanguageModel</span><wbr><span class="parameters">(<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/InputStream.html" title="class or interface in java.io" class="external-link">InputStream</a> in)</span> |
| throws <span class="exceptions"><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/IOException.html" title="class or interface in java.io" class="external-link">IOException</a></span></div> |
| <div class="block">Initializes a <a href="NGramLanguageModel.html" title="class in opennlp.tools.languagemodel"><code>NGramLanguageModel</code></a> instance via a valid <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/InputStream.html" title="class or interface in java.io" class="external-link"><code>InputStream</code></a>.</div> |
| <dl class="notes"> |
| <dt>Parameters:</dt> |
| <dd><code>in</code> - The <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/InputStream.html" title="class or interface in java.io" class="external-link"><code>InputStream</code></a> used for loading the model.</dd> |
| <dt>Throws:</dt> |
| <dd><code><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/IOException.html" title="class or interface in java.io" class="external-link">IOException</a></code> - Thrown if IO errors occurred during initialization.</dd> |
| <dd><code><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/IllegalArgumentException.html" title="class or interface in java.lang" class="external-link">IllegalArgumentException</a></code> - Thrown if one of the arguments was invalid.</dd> |
| </dl> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="<init>(java.io.InputStream,int)"> |
| <h3>NGramLanguageModel</h3> |
| <div class="member-signature"><span class="modifiers">public</span> <span class="element-name">NGramLanguageModel</span><wbr><span class="parameters">(<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/InputStream.html" title="class or interface in java.io" class="external-link">InputStream</a> in, |
| int n)</span> |
| throws <span class="exceptions"><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/IOException.html" title="class or interface in java.io" class="external-link">IOException</a></span></div> |
| <div class="block">Initializes a <a href="NGramLanguageModel.html" title="class in opennlp.tools.languagemodel"><code>NGramLanguageModel</code></a> instance via a valid <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/InputStream.html" title="class or interface in java.io" class="external-link"><code>InputStream</code></a>.</div> |
| <dl class="notes"> |
| <dt>Parameters:</dt> |
| <dd><code>in</code> - The <a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/InputStream.html" title="class or interface in java.io" class="external-link"><code>InputStream</code></a> used for loading the model.</dd> |
| <dd><code>n</code> - The size of the ngrams to be used. Must be greater than <code>0</code>.</dd> |
| <dt>Throws:</dt> |
| <dd><code><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/io/IOException.html" title="class or interface in java.io" class="external-link">IOException</a></code> - Thrown if IO errors occurred during initialization.</dd> |
| <dd><code><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/IllegalArgumentException.html" title="class or interface in java.lang" class="external-link">IllegalArgumentException</a></code> - Thrown if one of the arguments was invalid.</dd> |
| </dl> |
| </section> |
| </li> |
| </ul> |
| </section> |
| </li> |
| <!-- ============ METHOD DETAIL ========== --> |
| <li> |
| <section class="method-details" id="method-detail"> |
| <h2>Method Details</h2> |
| <ul class="member-list"> |
| <li> |
| <section class="detail" id="add(java.lang.String...)"> |
| <h3>add</h3> |
| <div class="member-signature"><span class="modifiers">public</span> <span class="return-type">void</span> <span class="element-name">add</span><wbr><span class="parameters">(<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/String.html" title="class or interface in java.lang" class="external-link">String</a>... tokens)</span></div> |
| <div class="block">Adds further tokens.</div> |
| <dl class="notes"> |
| <dt>Parameters:</dt> |
| <dd><code>tokens</code> - Text elements to add to the <a href="NGramLanguageModel.html" title="class in opennlp.tools.languagemodel"><code>NGramLanguageModel</code></a>.</dd> |
| </dl> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="calculateProbability(java.lang.String...)"> |
| <h3>calculateProbability</h3> |
| <div class="member-signature"><span class="modifiers">public</span> <span class="return-type">double</span> <span class="element-name">calculateProbability</span><wbr><span class="parameters">(<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/String.html" title="class or interface in java.lang" class="external-link">String</a>... tokens)</span></div> |
| <div class="block"><span class="descfrm-type-label">Description copied from interface: <code><a href="LanguageModel.html#calculateProbability(java.lang.String...)">LanguageModel</a></code></span></div> |
| <div class="block">Calculate the probability of a series of tokens (e.g. a sentence), given a vocabulary.</div> |
| <dl class="notes"> |
| <dt>Specified by:</dt> |
| <dd><code><a href="LanguageModel.html#calculateProbability(java.lang.String...)">calculateProbability</a></code> in interface <code><a href="LanguageModel.html" title="interface in opennlp.tools.languagemodel">LanguageModel</a></code></dd> |
| <dt>Parameters:</dt> |
| <dd><code>tokens</code> - the text tokens to calculate the <code>probability</code> for.</dd> |
| <dt>Returns:</dt> |
| <dd>the probability of the given text tokens in the vocabulary</dd> |
| </dl> |
| </section> |
| </li> |
| <li> |
| <section class="detail" id="predictNextTokens(java.lang.String...)"> |
| <h3>predictNextTokens</h3> |
| <div class="member-signature"><span class="modifiers">public</span> <span class="return-type"><a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/String.html" title="class or interface in java.lang" class="external-link">String</a>[]</span> <span class="element-name">predictNextTokens</span><wbr><span class="parameters">(<a href="https://docs.oracle.com/en/java/javase/17/docs/api/java.base/java/lang/String.html" title="class or interface in java.lang" class="external-link">String</a>... tokens)</span></div> |
| <div class="block"><span class="descfrm-type-label">Description copied from interface: <code><a href="LanguageModel.html#predictNextTokens(java.lang.String...)">LanguageModel</a></code></span></div> |
| <div class="block">Predict the most probable output sequence of tokens, given an input sequence of <code>tokens</code>.</div> |
| <dl class="notes"> |
| <dt>Specified by:</dt> |
| <dd><code><a href="LanguageModel.html#predictNextTokens(java.lang.String...)">predictNextTokens</a></code> in interface <code><a href="LanguageModel.html" title="interface in opennlp.tools.languagemodel">LanguageModel</a></code></dd> |
| <dt>Parameters:</dt> |
| <dd><code>tokens</code> - a sequence of tokens</dd> |
| <dt>Returns:</dt> |
| <dd>the most probable subsequent token sequence</dd> |
| </dl> |
| </section> |
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