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<h2 title="Uses of Interface org.apache.ignite.ml.Model" class="title">Uses of Interface<br>org.apache.ignite.ml.Model</h2>
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<div class="classUseContainer">
<ul class="blockList">
<li class="blockList">
<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/Model.html" title="interface in org.apache.ignite.ml">Model</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">org.apache.ignite.ml</a></td>
<td class="colLast">
<div class="block">Root ML package.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.clustering">org.apache.ignite.ml.clustering</a></td>
<td class="colLast">
<div class="block">Contains clustering algorithms.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.estimators">org.apache.ignite.ml.estimators</a></td>
<td class="colLast">
<div class="block">Contains estimation algorithms.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.knn.models">org.apache.ignite.ml.knn.models</a></td>
<td class="colLast">
<div class="block">Contains main APIs for kNN classification algorithms.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.knn.regression">org.apache.ignite.ml.knn.regression</a></td>
<td class="colLast">
<div class="block">Contains main APIs for kNN regression algorithms.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.nn">org.apache.ignite.ml.nn</a></td>
<td class="colLast">
<div class="block">Contains neural networks and related classes.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.optimization">org.apache.ignite.ml.optimization</a></td>
<td class="colLast">
<div class="block">Contains implementations of optimization algorithms and related classes.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.regressions.linear">org.apache.ignite.ml.regressions.linear</a></td>
<td class="colLast">
<div class="block">Contains various linear regressions.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.trainers">org.apache.ignite.ml.trainers</a></td>
<td class="colLast">
<div class="block">Contains model trainers.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.trainers.group">org.apache.ignite.ml.trainers.group</a></td>
<td class="colLast">
<div class="block">Contains group trainers.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.trainers.local">org.apache.ignite.ml.trainers.local</a></td>
<td class="colLast">
<div class="block">Contains local trainers.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.trees.models">org.apache.ignite.ml.trees.models</a></td>
<td class="colLast">
<div class="block">Contains decision tree models.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList">
<ul class="blockList">
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<h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/package-summary.html">org.apache.ignite.ml</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/package-summary.html">org.apache.ignite.ml</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Interface and Description</th>
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<tbody>
<tr class="altColor">
<td class="colFirst"><code>interface&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/Trainer.html" title="interface in org.apache.ignite.ml">Trainer</a>&lt;M extends <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>,T&gt;</span></code>
<div class="block">Interface for Trainers.</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/package-summary.html">org.apache.ignite.ml</a> that return <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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 &lt;X,W&gt;&nbsp;<a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>&lt;<a href="../../../../../org/apache/ignite/ml/Model.html" title="type parameter in Model">T</a>,X&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">Model.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/Model.html#combine-org.apache.ignite.ml.Model-java.util.function.BiFunction-">combine</a></span>(<a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>&lt;<a href="../../../../../org/apache/ignite/ml/Model.html" title="type parameter in Model">T</a>,W&gt;&nbsp;other,
<a href="http://docs.oracle.com/javase/8/docs/api/java/util/function/BiFunction.html?is-external=true" title="class or interface in java.util.function">BiFunction</a>&lt;<a href="../../../../../org/apache/ignite/ml/Model.html" title="type parameter in Model">V</a>,W,X&gt;&nbsp;combiner)</code>
<div class="block">Combines this model with other model via specified combiner</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/package-summary.html">org.apache.ignite.ml</a> with parameters of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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 &lt;X,W&gt;&nbsp;<a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>&lt;<a href="../../../../../org/apache/ignite/ml/Model.html" title="type parameter in Model">T</a>,X&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">Model.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/Model.html#combine-org.apache.ignite.ml.Model-java.util.function.BiFunction-">combine</a></span>(<a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>&lt;<a href="../../../../../org/apache/ignite/ml/Model.html" title="type parameter in Model">T</a>,W&gt;&nbsp;other,
<a href="http://docs.oracle.com/javase/8/docs/api/java/util/function/BiFunction.html?is-external=true" title="class or interface in java.util.function">BiFunction</a>&lt;<a href="../../../../../org/apache/ignite/ml/Model.html" title="type parameter in Model">V</a>,W,X&gt;&nbsp;combiner)</code>
<div class="block">Combines this model with other model via specified combiner</div>
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</tbody>
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<li class="blockList"><a name="org.apache.ignite.ml.clustering">
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<h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/clustering/package-summary.html">org.apache.ignite.ml.clustering</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/clustering/package-summary.html">org.apache.ignite.ml.clustering</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Interface and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>interface&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/Clusterer.html" title="interface in org.apache.ignite.ml.clustering">Clusterer</a>&lt;P,M extends <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>&gt;</span></code>
<div class="block">Base interface for clusterers.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>interface&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/WeightedClusterer.html" title="interface in org.apache.ignite.ml.clustering">WeightedClusterer</a>&lt;P,M extends <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>&gt;</span></code>
<div class="block">Support of clusterization with given weights.</div>
</td>
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</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing subinterfaces, and an explanation">
<caption><span>Subinterfaces of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/clustering/package-summary.html">org.apache.ignite.ml.clustering</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Interface and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>interface&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/ClusterizationModel.html" title="interface in org.apache.ignite.ml.clustering">ClusterizationModel</a>&lt;P,V&gt;</span></code>
<div class="block">Base interface for all clusterization models.</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/clustering/package-summary.html">org.apache.ignite.ml.clustering</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a></span><span class="tabEnd">&nbsp;</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&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/FuzzyCMeansModel.html" title="class in org.apache.ignite.ml.clustering">FuzzyCMeansModel</a></span></code>
<div class="block">This class incapsulates result of clusterization.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/KMeansModel.html" title="class in org.apache.ignite.ml.clustering">KMeansModel</a></span></code>
<div class="block">This class encapsulates result of clusterization.</div>
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<h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/estimators/package-summary.html">org.apache.ignite.ml.estimators</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/estimators/package-summary.html">org.apache.ignite.ml.estimators</a> that return types with arguments of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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>static &lt;T,V&gt;&nbsp;<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteTriFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteTriFunction</a>&lt;<a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>&lt;T,V&gt;,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/stream/Stream.html?is-external=true" title="class or interface in java.util.stream">Stream</a>&lt;<a href="../../../../../org/apache/ignite/lang/IgniteBiTuple.html" title="class in org.apache.ignite.lang">IgniteBiTuple</a>&lt;T,V&gt;&gt;,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/function/Function.html?is-external=true" title="class or interface in java.util.function">Function</a>&lt;V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">Estimators.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/estimators/Estimators.html#errorsPercentage--">errorsPercentage</a></span>()</code>
<div class="block">Simple implementation of errors percentage estimator.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static &lt;T,V&gt;&nbsp;<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteTriFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteTriFunction</a>&lt;<a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>&lt;T,V&gt;,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/stream/Stream.html?is-external=true" title="class or interface in java.util.stream">Stream</a>&lt;<a href="../../../../../org/apache/ignite/lang/IgniteBiTuple.html" title="class in org.apache.ignite.lang">IgniteBiTuple</a>&lt;T,V&gt;&gt;,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/function/Function.html?is-external=true" title="class or interface in java.util.function">Function</a>&lt;V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">Estimators.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/estimators/Estimators.html#MSE--">MSE</a></span>()</code>
<div class="block">Simple implementation of mean squared error estimator.</div>
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<h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/knn/models/package-summary.html">org.apache.ignite.ml.knn.models</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/knn/models/package-summary.html">org.apache.ignite.ml.knn.models</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a></span><span class="tabEnd">&nbsp;</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&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/models/KNNModel.html" title="class in org.apache.ignite.ml.knn.models">KNNModel</a></span></code>
<div class="block">kNN algorithm is a classification algorithm.</div>
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<h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/knn/regression/package-summary.html">org.apache.ignite.ml.knn.regression</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/knn/regression/package-summary.html">org.apache.ignite.ml.knn.regression</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a></span><span class="tabEnd">&nbsp;</span></caption>
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<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&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/regression/KNNMultipleLinearRegression.html" title="class in org.apache.ignite.ml.knn.regression">KNNMultipleLinearRegression</a></span></code>
<div class="block">This class provides kNN Multiple Linear Regression or Locally [weighted] regression (Simple and Weighted versions).</div>
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<h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</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/nn/package-summary.html">org.apache.ignite.ml.nn</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a></span><span class="tabEnd">&nbsp;</span></caption>
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<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Class and Description</th>
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<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a></span></code>
<div class="block">Class encapsulating logic of multilayer perceptron.</div>
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<caption><span>Subinterfaces of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/optimization/package-summary.html">org.apache.ignite.ml.optimization</a></span><span class="tabEnd">&nbsp;</span></caption>
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<td class="colFirst"><code>interface&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/optimization/SmoothParametrized.html" title="interface in org.apache.ignite.ml.optimization">SmoothParametrized</a>&lt;M extends <a href="../../../../../org/apache/ignite/ml/optimization/Parametrized.html" title="interface in org.apache.ignite.ml.optimization">Parametrized</a>&lt;M&gt;&gt;</span></code>
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<td class="colFirst"><code>class&nbsp;</code></td>
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<div class="block">Simple linear regression model which predicts result value Y as a linear combination of input variables:
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<td class="colFirst"><code>interface&nbsp;</code></td>
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<td class="colFirst"><code>class&nbsp;</code></td>
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<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="class in org.apache.ignite.ml.trainers.local">LocalBatchTrainer</a>&lt;M extends <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>&lt;<a href="../../../../../org/apache/ignite/ml/math/Matrix.html" title="interface in org.apache.ignite.ml.math">Matrix</a>,<a href="../../../../../org/apache/ignite/ml/math/Matrix.html" title="interface in org.apache.ignite.ml.math">Matrix</a>&gt;,P&gt;</span></code>
<div class="block">Batch trainer.</div>
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<td class="colFirst"><code>interface&nbsp;</code></td>
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<div class="block">Interface for classes containing input parameters for LocalBatchTrainer.</div>
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<td class="colFirst"><code>class&nbsp;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trees/models/DecisionTreeModel.html" title="class in org.apache.ignite.ml.trees.models">DecisionTreeModel</a></span></code>
<div class="block">Model for decision tree.</div>
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