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<h2 title="Uses of Interface org.apache.ignite.ml.tree.TreeFilter" class="title">Uses of Interface<br>org.apache.ignite.ml.tree.TreeFilter</h2>
</div>
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<ul class="blockList">
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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/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a></span><span class="tabEnd">&nbsp;</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.ignite.ml.tree">org.apache.ignite.ml.tree</a></td>
<td class="colLast">
<div class="block">Root package for decision trees.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.tree.data">org.apache.ignite.ml.tree.data</a></td>
<td class="colLast">
<div class="block">Contains data and data builder required for decision tree trainers built on top of partition based dataset.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.tree.impurity">org.apache.ignite.ml.tree.impurity</a></td>
<td class="colLast">
<div class="block">Root package for decision tree impurity measures and calculators.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.tree.impurity.gini">org.apache.ignite.ml.tree.impurity.gini</a></td>
<td class="colLast">
<div class="block">Contains Gini impurity measure and calculator.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.tree.impurity.mse">org.apache.ignite.ml.tree.impurity.mse</a></td>
<td class="colLast">
<div class="block">Contains mean squared error impurity measure and calculator.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.tree.leaf">org.apache.ignite.ml.tree.leaf</a></td>
<td class="colLast">
<div class="block">Root package for decision trees leaf builders.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList">
<ul class="blockList">
<li class="blockList"><a name="org.apache.ignite.ml.tree">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a> in <a href="../../../../../../org/apache/ignite/ml/tree/package-summary.html">org.apache.ignite.ml.tree</a></h3>
<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/ignite/ml/tree/package-summary.html">org.apache.ignite.ml.tree</a> that return <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a></span><span class="tabEnd">&nbsp;</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>default <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a></code></td>
<td class="colLast"><span class="typeNameLabel">TreeFilter.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html#and-org.apache.ignite.ml.tree.TreeFilter-">and</a></span>(<a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a>&nbsp;other)</code>
<div class="block">Returns a composed predicate.</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/ignite/ml/tree/package-summary.html">org.apache.ignite.ml.tree</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a></span><span class="tabEnd">&nbsp;</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>default <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a></code></td>
<td class="colLast"><span class="typeNameLabel">TreeFilter.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html#and-org.apache.ignite.ml.tree.TreeFilter-">and</a></span>(<a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a>&nbsp;other)</code>
<div class="block">Returns a composed predicate.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.tree.data">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a> in <a href="../../../../../../org/apache/ignite/ml/tree/data/package-summary.html">org.apache.ignite.ml.tree.data</a></h3>
<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/ignite/ml/tree/data/package-summary.html">org.apache.ignite.ml.tree.data</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a></span><span class="tabEnd">&nbsp;</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="../../../../../../org/apache/ignite/ml/tree/data/TreeDataIndex.html" title="class in org.apache.ignite.ml.tree.data">TreeDataIndex</a></code></td>
<td class="colLast"><span class="typeNameLabel">DecisionTreeData.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeData.html#createIndexByFilter-int-org.apache.ignite.ml.tree.TreeFilter-">createIndexByFilter</a></span>(int&nbsp;depth,
<a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a>&nbsp;filter)</code>
<div class="block">Builds index in according to current tree depth and cached indexes in upper levels.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeData.html" title="class in org.apache.ignite.ml.tree.data">DecisionTreeData</a></code></td>
<td class="colLast"><span class="typeNameLabel">DecisionTreeData.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeData.html#filter-org.apache.ignite.ml.tree.TreeFilter-">filter</a></span>(<a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a>&nbsp;filter)</code>
<div class="block">Filters objects and returns only data that passed filter.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/tree/data/TreeDataIndex.html" title="class in org.apache.ignite.ml.tree.data">TreeDataIndex</a></code></td>
<td class="colLast"><span class="typeNameLabel">TreeDataIndex.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/data/TreeDataIndex.html#filter-org.apache.ignite.ml.tree.TreeFilter-">filter</a></span>(<a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a>&nbsp;filter)</code>
<div class="block">Creates projection of current index in according to <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree"><code>TreeFilter</code></a>.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.tree.impurity">
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</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a> in <a href="../../../../../../org/apache/ignite/ml/tree/impurity/package-summary.html">org.apache.ignite.ml.tree.impurity</a></h3>
<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/ignite/ml/tree/impurity/package-summary.html">org.apache.ignite.ml.tree.impurity</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a></span><span class="tabEnd">&nbsp;</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>abstract <a href="../../../../../../org/apache/ignite/ml/tree/impurity/util/StepFunction.html" title="class in org.apache.ignite.ml.tree.impurity.util">StepFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/tree/impurity/ImpurityMeasureCalculator.html" title="type parameter in ImpurityMeasureCalculator">T</a>&gt;[]</code></td>
<td class="colLast"><span class="typeNameLabel">ImpurityMeasureCalculator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/impurity/ImpurityMeasureCalculator.html#calculate-org.apache.ignite.ml.tree.data.DecisionTreeData-org.apache.ignite.ml.tree.TreeFilter-int-">calculate</a></span>(<a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeData.html" title="class in org.apache.ignite.ml.tree.data">DecisionTreeData</a>&nbsp;data,
<a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a>&nbsp;filter,
int&nbsp;depth)</code>
<div class="block">Calculates all impurity measures required required to find a best split and returns them as an array of
<a href="../../../../../../org/apache/ignite/ml/tree/impurity/util/StepFunction.html" title="class in org.apache.ignite.ml.tree.impurity.util"><code>StepFunction</code></a> (for every column).</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.tree.impurity.gini">
<!-- -->
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<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a> in <a href="../../../../../../org/apache/ignite/ml/tree/impurity/gini/package-summary.html">org.apache.ignite.ml.tree.impurity.gini</a></h3>
<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/ignite/ml/tree/impurity/gini/package-summary.html">org.apache.ignite.ml.tree.impurity.gini</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a></span><span class="tabEnd">&nbsp;</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="../../../../../../org/apache/ignite/ml/tree/impurity/util/StepFunction.html" title="class in org.apache.ignite.ml.tree.impurity.util">StepFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/tree/impurity/gini/GiniImpurityMeasure.html" title="class in org.apache.ignite.ml.tree.impurity.gini">GiniImpurityMeasure</a>&gt;[]</code></td>
<td class="colLast"><span class="typeNameLabel">GiniImpurityMeasureCalculator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/impurity/gini/GiniImpurityMeasureCalculator.html#calculate-org.apache.ignite.ml.tree.data.DecisionTreeData-org.apache.ignite.ml.tree.TreeFilter-int-">calculate</a></span>(<a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeData.html" title="class in org.apache.ignite.ml.tree.data">DecisionTreeData</a>&nbsp;data,
<a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a>&nbsp;filter,
int&nbsp;depth)</code>
<div class="block">Calculates all impurity measures required required to find a best split and returns them as an array of
<a href="../../../../../../org/apache/ignite/ml/tree/impurity/util/StepFunction.html" title="class in org.apache.ignite.ml.tree.impurity.util"><code>StepFunction</code></a> (for every column).</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.tree.impurity.mse">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a> in <a href="../../../../../../org/apache/ignite/ml/tree/impurity/mse/package-summary.html">org.apache.ignite.ml.tree.impurity.mse</a></h3>
<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/ignite/ml/tree/impurity/mse/package-summary.html">org.apache.ignite.ml.tree.impurity.mse</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a></span><span class="tabEnd">&nbsp;</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="../../../../../../org/apache/ignite/ml/tree/impurity/util/StepFunction.html" title="class in org.apache.ignite.ml.tree.impurity.util">StepFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/tree/impurity/mse/MSEImpurityMeasure.html" title="class in org.apache.ignite.ml.tree.impurity.mse">MSEImpurityMeasure</a>&gt;[]</code></td>
<td class="colLast"><span class="typeNameLabel">MSEImpurityMeasureCalculator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/impurity/mse/MSEImpurityMeasureCalculator.html#calculate-org.apache.ignite.ml.tree.data.DecisionTreeData-org.apache.ignite.ml.tree.TreeFilter-int-">calculate</a></span>(<a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeData.html" title="class in org.apache.ignite.ml.tree.data">DecisionTreeData</a>&nbsp;data,
<a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a>&nbsp;filter,
int&nbsp;depth)</code>
<div class="block">Calculates all impurity measures required required to find a best split and returns them as an array of
<a href="../../../../../../org/apache/ignite/ml/tree/impurity/util/StepFunction.html" title="class in org.apache.ignite.ml.tree.impurity.util"><code>StepFunction</code></a> (for every column).</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.tree.leaf">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a> in <a href="../../../../../../org/apache/ignite/ml/tree/leaf/package-summary.html">org.apache.ignite.ml.tree.leaf</a></h3>
<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/ignite/ml/tree/leaf/package-summary.html">org.apache.ignite.ml.tree.leaf</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a></span><span class="tabEnd">&nbsp;</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="../../../../../../org/apache/ignite/ml/tree/DecisionTreeLeafNode.html" title="class in org.apache.ignite.ml.tree">DecisionTreeLeafNode</a></code></td>
<td class="colLast"><span class="typeNameLabel">DecisionTreeLeafBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/leaf/DecisionTreeLeafBuilder.html#createLeafNode-org.apache.ignite.ml.dataset.Dataset-org.apache.ignite.ml.tree.TreeFilter-">createLeafNode</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>,<a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeData.html" title="class in org.apache.ignite.ml.tree.data">DecisionTreeData</a>&gt;&nbsp;dataset,
<a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a>&nbsp;pred)</code>
<div class="block">Creates new leaf node for given dataset and node predicate.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/tree/DecisionTreeLeafNode.html" title="class in org.apache.ignite.ml.tree">DecisionTreeLeafNode</a></code></td>
<td class="colLast"><span class="typeNameLabel">MeanDecisionTreeLeafBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/leaf/MeanDecisionTreeLeafBuilder.html#createLeafNode-org.apache.ignite.ml.dataset.Dataset-org.apache.ignite.ml.tree.TreeFilter-">createLeafNode</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>,<a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeData.html" title="class in org.apache.ignite.ml.tree.data">DecisionTreeData</a>&gt;&nbsp;dataset,
<a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a>&nbsp;pred)</code>
<div class="block">Creates new leaf node for given dataset and node predicate.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/tree/DecisionTreeLeafNode.html" title="class in org.apache.ignite.ml.tree">DecisionTreeLeafNode</a></code></td>
<td class="colLast"><span class="typeNameLabel">MostCommonDecisionTreeLeafBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/leaf/MostCommonDecisionTreeLeafBuilder.html#createLeafNode-org.apache.ignite.ml.dataset.Dataset-org.apache.ignite.ml.tree.TreeFilter-">createLeafNode</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>,<a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeData.html" title="class in org.apache.ignite.ml.tree.data">DecisionTreeData</a>&gt;&nbsp;dataset,
<a href="../../../../../../org/apache/ignite/ml/tree/TreeFilter.html" title="interface in org.apache.ignite.ml.tree">TreeFilter</a>&nbsp;pred)</code>
<div class="block">Creates new leaf node for given dataset and node predicate.</div>
</td>
</tr>
</tbody>
</table>
</li>
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</li>
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