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| <h2 title="Uses of Interface org.apache.ignite.ml.tree.randomforest.data.impurity.ImpurityComputer" class="title">Uses of Interface<br>org.apache.ignite.ml.tree.randomforest.data.impurity.ImpurityComputer</h2> |
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| <caption><span>Packages that use <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityComputer.html" title="interface in org.apache.ignite.ml.tree.randomforest.data.impurity">ImpurityComputer</a></span><span class="tabEnd"> </span></caption> |
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| <th class="colFirst" scope="col">Package</th> |
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| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.randomforest">org.apache.ignite.ml.tree.randomforest</a></td> |
| <td class="colLast"> |
| <div class="block">Contains random forest implementation classes.</div> |
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| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.randomforest.data.impurity">org.apache.ignite.ml.tree.randomforest.data.impurity</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementation of impurity computers based on histograms.</div> |
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| <h3>Uses of <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityComputer.html" title="interface in org.apache.ignite.ml.tree.randomforest.data.impurity">ImpurityComputer</a> in <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/package-summary.html">org.apache.ignite.ml.tree.randomforest</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/package-summary.html">org.apache.ignite.ml.tree.randomforest</a> with type parameters of type <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityComputer.html" title="interface in org.apache.ignite.ml.tree.randomforest.data.impurity">ImpurityComputer</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> |
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| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestTrainer.html" title="class in org.apache.ignite.ml.tree.randomforest">RandomForestTrainer</a><L,S extends <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityComputer.html" title="interface in org.apache.ignite.ml.tree.randomforest.data.impurity">ImpurityComputer</a><<a href="../../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedVector.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedVector</a>,S>,T extends <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestTrainer.html" title="class in org.apache.ignite.ml.tree.randomforest">RandomForestTrainer</a><L,S,T>></span></code> |
| <div class="block">Class represents a realization of Random Forest algorithm.</div> |
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| </tr> |
| </tbody> |
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| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree.randomforest.data.impurity"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityComputer.html" title="interface in org.apache.ignite.ml.tree.randomforest.data.impurity">ImpurityComputer</a> in <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/package-summary.html">org.apache.ignite.ml.tree.randomforest.data.impurity</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/package-summary.html">org.apache.ignite.ml.tree.randomforest.data.impurity</a> with type parameters of type <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityComputer.html" title="interface in org.apache.ignite.ml.tree.randomforest.data.impurity">ImpurityComputer</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/ignite/ml/tree/randomforest/data/impurity/ImpurityHistogramsComputer.html" title="class in org.apache.ignite.ml.tree.randomforest.data.impurity">ImpurityHistogramsComputer</a><S extends <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityComputer.html" title="interface in org.apache.ignite.ml.tree.randomforest.data.impurity">ImpurityComputer</a><<a href="../../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedVector.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedVector</a>,S>></span></code> |
| <div class="block">Class containing logic of aggregation impurity statistics within learning dataset.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityHistogramsComputer.NodeImpurityHistograms.html" title="class in org.apache.ignite.ml.tree.randomforest.data.impurity">ImpurityHistogramsComputer.NodeImpurityHistograms</a><S extends <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityComputer.html" title="interface in org.apache.ignite.ml.tree.randomforest.data.impurity">ImpurityComputer</a><<a href="../../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedVector.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedVector</a>,S>></span></code> |
| <div class="block">Class represents per feature statistics for impurity computing.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/package-summary.html">org.apache.ignite.ml.tree.randomforest.data.impurity</a> that implement <a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityComputer.html" title="interface in org.apache.ignite.ml.tree.randomforest.data.impurity">ImpurityComputer</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/ignite/ml/tree/randomforest/data/impurity/GiniHistogram.html" title="class in org.apache.ignite.ml.tree.randomforest.data.impurity">GiniHistogram</a></span></code> |
| <div class="block">Class contains implementation of splitting point finding algorithm based on Gini metric (see |
| https://en.wikipedia.org/wiki/Gini_coefficient) and represents a set of histograms in according to this metric.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/MSEHistogram.html" title="class in org.apache.ignite.ml.tree.randomforest.data.impurity">MSEHistogram</a></span></code> |
| <div class="block">Class contains implementation of splitting point finding algorithm based on MSE metric (see |
| https://en.wikipedia.org/wiki/Mean_squared_error) and represents a set of histograms in according to this metric.</div> |
| </td> |
| </tr> |
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| <p class="legalCopy"><small><table width="100%" border="0" cellspacing=0 cellpadding=0 style="padding: 5px"> <tr> <td> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <a target=_blank href="https://ignite.apache.org"><nobr>2020 Copyright © Apache Software Foundation</nobr></a> </td> </tr> </tbody> </table> </td> <td width="100%" align="right" valign="center"> <a href="https://twitter.com/ApacheIgnite" class="twitter-follow-button" data-show-count="false" data-size="large">Follow @ApacheIgnite</a> </td> </tr> <tr> <td colspan="2" valign="top" align="left"> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <b>Ignite Database and Caching Platform</b> </td> <td>: ver. <strong>2.8.0</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>: February 27 2020 </td> </tr> </tbody> </table> </td> </tr> </table></small></p> |
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