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| <h2 title="Uses of Class org.apache.mahout.classifier.AbstractVectorClassifier" class="title">Uses of Class<br>org.apache.mahout.classifier.AbstractVectorClassifier</h2> |
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| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing packages, and an explanation"> |
| <caption><span>Packages that use <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Package</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.mahout.classifier.naivebayes">org.apache.mahout.classifier.naivebayes</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.mahout.classifier.sgd">org.apache.mahout.classifier.sgd</a></td> |
| <td class="colLast"> |
| <div class="block">Implements a variety of on-line logistric regression classifiers using SGD-based algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.mahout.clustering.classify">org.apache.mahout.clustering.classify</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"> |
| <ul class="blockList"> |
| <li class="blockList"><a name="org.apache.mahout.classifier.naivebayes"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a> in <a href="../../../../../org/apache/mahout/classifier/naivebayes/package-summary.html">org.apache.mahout.classifier.naivebayes</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing subclasses, and an explanation"> |
| <caption><span>Subclasses of <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a> in <a href="../../../../../org/apache/mahout/classifier/naivebayes/package-summary.html">org.apache.mahout.classifier.naivebayes</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/naivebayes/AbstractNaiveBayesClassifier.html" title="class in org.apache.mahout.classifier.naivebayes">AbstractNaiveBayesClassifier</a></span></code> |
| <div class="block">Class implementing the Naive Bayes Classifier Algorithm.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/naivebayes/ComplementaryNaiveBayesClassifier.html" title="class in org.apache.mahout.classifier.naivebayes">ComplementaryNaiveBayesClassifier</a></span></code> |
| <div class="block">Implementation of the Naive Bayes Classifier Algorithm</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/naivebayes/StandardNaiveBayesClassifier.html" title="class in org.apache.mahout.classifier.naivebayes">StandardNaiveBayesClassifier</a></span></code> |
| <div class="block">Implementation of the Naive Bayes Classifier Algorithm</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.mahout.classifier.sgd"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a> in <a href="../../../../../org/apache/mahout/classifier/sgd/package-summary.html">org.apache.mahout.classifier.sgd</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing subclasses, and an explanation"> |
| <caption><span>Subclasses of <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a> in <a href="../../../../../org/apache/mahout/classifier/sgd/package-summary.html">org.apache.mahout.classifier.sgd</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/AbstractOnlineLogisticRegression.html" title="class in org.apache.mahout.classifier.sgd">AbstractOnlineLogisticRegression</a></span></code> |
| <div class="block">Generic definition of a 1 of n logistic regression classifier that returns probabilities in |
| response to a feature vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/CrossFoldLearner.html" title="class in org.apache.mahout.classifier.sgd">CrossFoldLearner</a></span></code> |
| <div class="block">Does cross-fold validation of log-likelihood and AUC on several online logistic regression |
| models.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/GradientMachine.html" title="class in org.apache.mahout.classifier.sgd">GradientMachine</a></span></code> |
| <div class="block">Online gradient machine learner that tries to minimize the label ranking hinge loss.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/OnlineLogisticRegression.html" title="class in org.apache.mahout.classifier.sgd">OnlineLogisticRegression</a></span></code> |
| <div class="block">Extends the basic on-line logistic regression learner with a specific set of learning |
| rate annealing schedules.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/PassiveAggressive.html" title="class in org.apache.mahout.classifier.sgd">PassiveAggressive</a></span></code> |
| <div class="block">Online passive aggressive learner that tries to minimize the label ranking hinge loss.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/mahout/classifier/sgd/package-summary.html">org.apache.mahout.classifier.sgd</a> with parameters of type <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">RankingGradient.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/RankingGradient.html#apply-java.lang.String-int-org.apache.mahout.math.Vector-org.apache.mahout.classifier.AbstractVectorClassifier-">apply</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> groupKey, |
| int actual, |
| <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> instance, |
| <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a> classifier)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Gradient.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/Gradient.html#apply-java.lang.String-int-org.apache.mahout.math.Vector-org.apache.mahout.classifier.AbstractVectorClassifier-">apply</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> groupKey, |
| int actual, |
| <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> instance, |
| <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a> classifier)</code> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MixedGradient.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/MixedGradient.html#apply-java.lang.String-int-org.apache.mahout.math.Vector-org.apache.mahout.classifier.AbstractVectorClassifier-">apply</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> groupKey, |
| int actual, |
| <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> instance, |
| <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a> classifier)</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DefaultGradient.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/DefaultGradient.html#apply-java.lang.String-int-org.apache.mahout.math.Vector-org.apache.mahout.classifier.AbstractVectorClassifier-">apply</a></span>(<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> groupKey, |
| int actual, |
| <a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> instance, |
| <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a> classifier)</code> |
| <div class="block">Provides a default gradient computation useful for logistic regression.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">ModelDissector.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/classifier/sgd/ModelDissector.html#update-org.apache.mahout.math.Vector-java.util.Map-org.apache.mahout.classifier.AbstractVectorClassifier-">update</a></span>(<a href="http://mahout.apache.org/mahout-math/apidocs/org/apache/mahout/math/Vector.html?is-external=true" title="class or interface in org.apache.mahout.math">Vector</a> features, |
| <a href="http://docs.oracle.com/javase/7/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="http://docs.oracle.com/javase/7/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>>> traceDictionary, |
| <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a> learner)</code> |
| <div class="block">Probes a model to determine the effect of a particular variable.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.mahout.clustering.classify"> |
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| <h3>Uses of <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a> in <a href="../../../../../org/apache/mahout/clustering/classify/package-summary.html">org.apache.mahout.clustering.classify</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing subclasses, and an explanation"> |
| <caption><span>Subclasses of <a href="../../../../../org/apache/mahout/classifier/AbstractVectorClassifier.html" title="class in org.apache.mahout.classifier">AbstractVectorClassifier</a> in <a href="../../../../../org/apache/mahout/clustering/classify/package-summary.html">org.apache.mahout.clustering.classify</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/mahout/clustering/classify/ClusterClassifier.html" title="class in org.apache.mahout.clustering.classify">ClusterClassifier</a></span></code> |
| <div class="block">This classifier works with any ClusteringPolicy and its associated Clusters.</div> |
| </td> |
| </tr> |
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