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| <h2 title="Class MaltLiblinearModel" class="title">Class MaltLiblinearModel</h2> |
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| <ul class="inheritance"> |
| <li>java.lang.Object</li> |
| <li> |
| <ul class="inheritance"> |
| <li>org.maltparser.ml.lib.MaltLiblinearModel</li> |
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| <dt>All Implemented Interfaces:</dt> |
| <dd>java.io.Serializable, <a href="../../../../org/maltparser/ml/lib/MaltLibModel.html" title="interface in org.maltparser.ml.lib">MaltLibModel</a></dd> |
| </dl> |
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| <br> |
| <pre>public class <a href="../../../../src-html/org/maltparser/ml/lib/MaltLiblinearModel.html#line.30">MaltLiblinearModel</a> |
| extends java.lang.Object |
| implements java.io.Serializable, <a href="../../../../org/maltparser/ml/lib/MaltLibModel.html" title="interface in org.maltparser.ml.lib">MaltLibModel</a></pre> |
| <div class="block"><p>This class borrows code from liblinear.Model.java of the Java implementation of the liblinear package. |
| MaltLiblinearModel stores the model obtained from the training procedure. In addition to the original code the model is more integrated to |
| MaltParser. Instead of moving features from MaltParser's internal data structures to liblinear's data structure it uses MaltParser's data |
| structure directly on the model. </p></div> |
| <dl> |
| <dt><span class="simpleTagLabel">Author:</span></dt> |
| <dd>Johan Hall</dd> |
| <dt><span class="seeLabel">See Also:</span></dt> |
| <dd><a href="../../../../serialized-form.html#org.maltparser.ml.lib.MaltLiblinearModel">Serialized Form</a></dd> |
| </dl> |
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| <caption><span>Constructors</span><span class="tabEnd"> </span></caption> |
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| <th class="colOne" scope="col">Constructor and Description</th> |
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| <tr class="altColor"> |
| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../org/maltparser/ml/lib/MaltLiblinearModel.html#MaltLiblinearModel-java.io.File-">MaltLiblinearModel</a></span>(java.io.File modelFile)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../org/maltparser/ml/lib/MaltLiblinearModel.html#MaltLiblinearModel-int:A-int-int-double:A:A-de.bwaldvogel.liblinear.SolverType-">MaltLiblinearModel</a></span>(int[] labels, |
| int nr_class, |
| int nr_feature, |
| double[][] w, |
| de.bwaldvogel.liblinear.SolverType solverType)</code> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../org/maltparser/ml/lib/MaltLiblinearModel.html#MaltLiblinearModel-java.io.Reader-">MaltLiblinearModel</a></span>(java.io.Reader inputReader)</code> </td> |
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| <h3>Method Summary</h3> |
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| <caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption> |
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| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
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| <tr id="i0" class="altColor"> |
| <td class="colFirst"><code>boolean</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/maltparser/ml/lib/MaltLiblinearModel.html#equals-java.lang.Object-">equals</a></span>(java.lang.Object obj)</code> </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/maltparser/ml/lib/MaltLiblinearModel.html#getBias--">getBias</a></span>()</code> </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>int[]</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/maltparser/ml/lib/MaltLiblinearModel.html#getLabels--">getLabels</a></span>()</code> </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/maltparser/ml/lib/MaltLiblinearModel.html#getNrClass--">getNrClass</a></span>()</code> </td> |
| </tr> |
| <tr id="i4" class="altColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/maltparser/ml/lib/MaltLiblinearModel.html#getNrFeature--">getNrFeature</a></span>()</code> </td> |
| </tr> |
| <tr id="i5" class="rowColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/maltparser/ml/lib/MaltLiblinearModel.html#hashCode--">hashCode</a></span>()</code> </td> |
| </tr> |
| <tr id="i6" class="altColor"> |
| <td class="colFirst"><code>boolean</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/maltparser/ml/lib/MaltLiblinearModel.html#isProbabilityModel--">isProbabilityModel</a></span>()</code> </td> |
| </tr> |
| <tr id="i7" class="rowColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/maltparser/ml/lib/MaltLiblinearModel.html#predict_one-org.maltparser.ml.lib.MaltFeatureNode:A-">predict_one</a></span>(<a href="../../../../org/maltparser/ml/lib/MaltFeatureNode.html" title="class in org.maltparser.ml.lib">MaltFeatureNode</a>[] x)</code> </td> |
| </tr> |
| <tr id="i8" class="altColor"> |
| <td class="colFirst"><code>int[]</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/maltparser/ml/lib/MaltLiblinearModel.html#predict-org.maltparser.ml.lib.MaltFeatureNode:A-">predict</a></span>(<a href="../../../../org/maltparser/ml/lib/MaltFeatureNode.html" title="class in org.maltparser.ml.lib">MaltFeatureNode</a>[] x)</code> </td> |
| </tr> |
| <tr id="i9" class="rowColor"> |
| <td class="colFirst"><code>java.lang.String</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../org/maltparser/ml/lib/MaltLiblinearModel.html#toString--">toString</a></span>()</code> </td> |
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| <h3>Methods inherited from class java.lang.Object</h3> |
| <code>clone, finalize, getClass, notify, notifyAll, wait, wait, wait</code></li> |
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| <h4>MaltLiblinearModel</h4> |
| <pre>public <a href="../../../../src-html/org/maltparser/ml/lib/MaltLiblinearModel.html#line.42">MaltLiblinearModel</a>(int[] labels, |
| int nr_class, |
| int nr_feature, |
| double[][] w, |
| de.bwaldvogel.liblinear.SolverType solverType)</pre> |
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| <h4>MaltLiblinearModel</h4> |
| <pre>public <a href="../../../../src-html/org/maltparser/ml/lib/MaltLiblinearModel.html#line.50">MaltLiblinearModel</a>(java.io.Reader inputReader) |
| throws java.io.IOException</pre> |
| <dl> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code>java.io.IOException</code></dd> |
| </dl> |
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| <a name="MaltLiblinearModel-java.io.File-"> |
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| <h4>MaltLiblinearModel</h4> |
| <pre>public <a href="../../../../src-html/org/maltparser/ml/lib/MaltLiblinearModel.html#line.54">MaltLiblinearModel</a>(java.io.File modelFile) |
| throws java.io.IOException</pre> |
| <dl> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code>java.io.IOException</code></dd> |
| </dl> |
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| <h4>getNrClass</h4> |
| <pre>public int <a href="../../../../src-html/org/maltparser/ml/lib/MaltLiblinearModel.html#line.62">getNrClass</a>()</pre> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>number of classes</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="getNrFeature--"> |
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| </a> |
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| <h4>getNrFeature</h4> |
| <pre>public int <a href="../../../../src-html/org/maltparser/ml/lib/MaltLiblinearModel.html#line.69">getNrFeature</a>()</pre> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>number of features</dd> |
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| </li> |
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| <h4>getLabels</h4> |
| <pre>public int[] <a href="../../../../src-html/org/maltparser/ml/lib/MaltLiblinearModel.html#line.73">getLabels</a>()</pre> |
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| <h4>isProbabilityModel</h4> |
| <pre>public boolean <a href="../../../../src-html/org/maltparser/ml/lib/MaltLiblinearModel.html#line.103">isProbabilityModel</a>()</pre> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>true for logistic regression solvers</dd> |
| </dl> |
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| <h4>getBias</h4> |
| <pre>public double <a href="../../../../src-html/org/maltparser/ml/lib/MaltLiblinearModel.html#line.107">getBias</a>()</pre> |
| </li> |
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| <a name="predict-org.maltparser.ml.lib.MaltFeatureNode:A-"> |
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| <h4>predict</h4> |
| <pre>public int[] <a href="../../../../src-html/org/maltparser/ml/lib/MaltLiblinearModel.html#line.111">predict</a>(<a href="../../../../org/maltparser/ml/lib/MaltFeatureNode.html" title="class in org.maltparser.ml.lib">MaltFeatureNode</a>[] x)</pre> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../org/maltparser/ml/lib/MaltLibModel.html#predict-org.maltparser.ml.lib.MaltFeatureNode:A-">predict</a></code> in interface <code><a href="../../../../org/maltparser/ml/lib/MaltLibModel.html" title="interface in org.maltparser.ml.lib">MaltLibModel</a></code></dd> |
| </dl> |
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| <a name="predict_one-org.maltparser.ml.lib.MaltFeatureNode:A-"> |
| |
| </a> |
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| <h4>predict_one</h4> |
| <pre>public int <a href="../../../../src-html/org/maltparser/ml/lib/MaltLiblinearModel.html#line.153">predict_one</a>(<a href="../../../../org/maltparser/ml/lib/MaltFeatureNode.html" title="class in org.maltparser.ml.lib">MaltFeatureNode</a>[] x)</pre> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../org/maltparser/ml/lib/MaltLibModel.html#predict_one-org.maltparser.ml.lib.MaltFeatureNode:A-">predict_one</a></code> in interface <code><a href="../../../../org/maltparser/ml/lib/MaltLibModel.html" title="interface in org.maltparser.ml.lib">MaltLibModel</a></code></dd> |
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| <h4>hashCode</h4> |
| <pre>public int <a href="../../../../src-html/org/maltparser/ml/lib/MaltLiblinearModel.html#line.259">hashCode</a>()</pre> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Overrides:</span></dt> |
| <dd><code>hashCode</code> in class <code>java.lang.Object</code></dd> |
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| <h4>equals</h4> |
| <pre>public boolean <a href="../../../../src-html/org/maltparser/ml/lib/MaltLiblinearModel.html#line.273">equals</a>(java.lang.Object obj)</pre> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Overrides:</span></dt> |
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| <pre>public java.lang.String <a href="../../../../src-html/org/maltparser/ml/lib/MaltLiblinearModel.html#line.292">toString</a>()</pre> |
| <dl> |
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