blob: b52f76d42c2ea5c09b0a171fe7eb6ecc6da0d31e [file] [log] [blame]
<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
<!-- NewPage -->
<html lang="en">
<head>
<!-- Generated by javadoc (1.8.0_261) on Mon Dec 20 14:15:59 MSK 2021 -->
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>Uses of Class org.apache.ignite.ml.structures.LabeledVector (Ignite 2.11.1)</title>
<meta name="date" content="2021-12-20">
<link rel="stylesheet" type="text/css" href="../../../../../../stylesheet.css" title="Style">
<script type="text/javascript" src="../../../../../../script.js"></script>
</head>
<body>
<script type="text/javascript"><!--
try {
if (location.href.indexOf('is-external=true') == -1) {
parent.document.title="Uses of Class org.apache.ignite.ml.structures.LabeledVector (Ignite 2.11.1)";
}
}
catch(err) {
}
//-->
</script>
<noscript>
<div>JavaScript is disabled on your browser.</div>
</noscript>
<!-- ========= START OF TOP NAVBAR ======= -->
<div class="topNav"><a name="navbar.top">
<!-- -->
</a>
<div class="skipNav"><a href="#skip.navbar.top" title="Skip navigation links">Skip navigation links</a></div>
<a name="navbar.top.firstrow">
<!-- -->
</a>
<ul class="navList" title="Navigation">
<li><a href="../../../../../../overview-summary.html">Overview</a></li>
<li><a href="../package-summary.html">Package</a></li>
<li><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">Class</a></li>
<li class="navBarCell1Rev">Use</li>
<li><a href="../package-tree.html">Tree</a></li>
<li><a href="../../../../../../deprecated-list.html">Deprecated</a></li>
<li><a href="../../../../../../index-all.html">Index</a></li>
<li><a href="../../../../../../help-doc.html">Help</a></li>
</ul>
</div>
<div class="subNav">
<ul class="navList">
<li>Prev</li>
<li>Next</li>
</ul>
<ul class="navList">
<li><a href="../../../../../../index.html?org/apache/ignite/ml/structures/class-use/LabeledVector.html" target="_top">Frames</a></li>
<li><a href="LabeledVector.html" target="_top">No&nbsp;Frames</a></li>
</ul>
<ul class="navList" id="allclasses_navbar_top">
<li><a href="../../../../../../allclasses-noframe.html">All&nbsp;Classes</a></li>
</ul>
<div>
<script type="text/javascript"><!--
allClassesLink = document.getElementById("allclasses_navbar_top");
if(window==top) {
allClassesLink.style.display = "block";
}
else {
allClassesLink.style.display = "none";
}
//-->
</script>
</div>
<a name="skip.navbar.top">
<!-- -->
</a></div>
<!-- ========= END OF TOP NAVBAR ========= -->
<div class="header">
<h2 title="Uses of Class org.apache.ignite.ml.structures.LabeledVector" class="title">Uses of Class<br>org.apache.ignite.ml.structures.LabeledVector</h2>
</div>
<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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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.composition.combinators.sequential">org.apache.ignite.ml.composition.combinators.sequential</a></td>
<td class="colLast">
<div class="block">Contains sequential combinators of trainers and models.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.dataset.feature.extractor">org.apache.ignite.ml.dataset.feature.extractor</a></td>
<td class="colLast">
<div class="block">Package for upstream object vectorizations.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.dataset.feature.extractor.impl">org.apache.ignite.ml.dataset.feature.extractor.impl</a></td>
<td class="colLast">
<div class="block">Package contains default implementations of <a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor"><code>Vectorizer</code></a>.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.dataset.impl.bootstrapping">org.apache.ignite.ml.dataset.impl.bootstrapping</a></td>
<td class="colLast">
<div class="block">Base package for bootstrapped implementation of machine learning dataset.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.knn">org.apache.ignite.ml.knn</a></td>
<td class="colLast">
<div class="block">Contains main APIs for kNN algorithms.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.knn.ann">org.apache.ignite.ml.knn.ann</a></td>
<td class="colLast">
<div class="block">Contains main APIs for ANN classification algorithms.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.knn.utils">org.apache.ignite.ml.knn.utils</a></td>
<td class="colLast">
<div class="block">Contains util functionality for kNN algorithms.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.knn.utils.indices">org.apache.ignite.ml.knn.utils.indices</a></td>
<td class="colLast">&nbsp;</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.math.exceptions.preprocessing">org.apache.ignite.ml.math.exceptions.preprocessing</a></td>
<td class="colLast">
<div class="block">Contains exceptions for preprocessing.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.math.primitives.vector">org.apache.ignite.ml.math.primitives.vector</a></td>
<td class="colLast">
<div class="block">Contains vector related classes.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing">org.apache.ignite.ml.preprocessing</a></td>
<td class="colLast">
<div class="block">Base package for machine learning preprocessing classes.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.binarization">org.apache.ignite.ml.preprocessing.binarization</a></td>
<td class="colLast">
<div class="block">Contains binarization preprocessor.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.developer">org.apache.ignite.ml.preprocessing.developer</a></td>
<td class="colLast">
<div class="block">Contains Developer API preprocessors.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.encoding.frequency">org.apache.ignite.ml.preprocessing.encoding.frequency</a></td>
<td class="colLast">
<div class="block">Contains frequency encoding preprocessor.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.encoding.label">org.apache.ignite.ml.preprocessing.encoding.label</a></td>
<td class="colLast">
<div class="block">Contains label encoding preprocessor.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.encoding.onehotencoder">org.apache.ignite.ml.preprocessing.encoding.onehotencoder</a></td>
<td class="colLast">
<div class="block">Contains one hot encoding preprocessor.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.encoding.stringencoder">org.apache.ignite.ml.preprocessing.encoding.stringencoder</a></td>
<td class="colLast">
<div class="block">Contains string encoding preprocessor.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.encoding.target">org.apache.ignite.ml.preprocessing.encoding.target</a></td>
<td class="colLast">
<div class="block">Contains frequency encoding preprocessor.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.finalization">org.apache.ignite.ml.preprocessing.finalization</a></td>
<td class="colLast">
<div class="block">Contains vector finalization preprocessor.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.imputing">org.apache.ignite.ml.preprocessing.imputing</a></td>
<td class="colLast">
<div class="block">Contains Imputer preprocessor.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.maxabsscaling">org.apache.ignite.ml.preprocessing.maxabsscaling</a></td>
<td class="colLast">
<div class="block">Contains Max Abs Scaler preprocessor.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.minmaxscaling">org.apache.ignite.ml.preprocessing.minmaxscaling</a></td>
<td class="colLast">
<div class="block">Contains Min Max Scaler preprocessor.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.normalization">org.apache.ignite.ml.preprocessing.normalization</a></td>
<td class="colLast">
<div class="block">Contains Normalizer preprocessor.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.standardscaling">org.apache.ignite.ml.preprocessing.standardscaling</a></td>
<td class="colLast">
<div class="block">Contains Standard scaler preprocessor.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.selection.scoring.evaluator.aggregator">org.apache.ignite.ml.selection.scoring.evaluator.aggregator</a></td>
<td class="colLast">
<div class="block">Package contains aggregators for metrics computation.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.selection.scoring.evaluator.context">org.apache.ignite.ml.selection.scoring.evaluator.context</a></td>
<td class="colLast">
<div class="block">Package for metric evaluation contexts.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.structures">org.apache.ignite.ml.structures</a></td>
<td class="colLast">
<div class="block">Contains some internal utility structures.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.structures.partition">org.apache.ignite.ml.structures.partition</a></td>
<td class="colLast">
<div class="block">Contains internal APIs for dataset partitioned labeled datasets.</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.util.generators">org.apache.ignite.ml.util.generators</a></td>
<td class="colLast">
<div class="block">Contains utility classes for data streams generation.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><a href="#org.apache.ignite.ml.util.generators.standard">org.apache.ignite.ml.util.generators.standard</a></td>
<td class="colLast">
<div class="block">Contains classes for predefined data stream generators.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList">
<ul class="blockList">
<li class="blockList"><a name="org.apache.ignite.ml.composition.combinators.sequential">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation">
<caption><span>Fields in <a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</a> with type parameters of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colFirst" scope="col">Modifier and Type</th>
<th class="colLast" scope="col">Field and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colFirst"><code>protected <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,? super <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">TrainersSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#datasetMapping">datasetMapping</a></span></code>
<div class="block">Dataset mapping.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>protected <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,? super <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">TrainersSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#datasetMapping">datasetMapping</a></span></code>
<div class="block">Dataset mapping.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Method parameters in <a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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;I,O,L&gt;&nbsp;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">TrainersSequentialComposition</a>&lt;I,O,O,L&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">TrainersSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#ofSame-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteFunction-">ofSame</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a>&lt;? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;I,O&gt;,L&gt;&nbsp;tr,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,? super <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;I,O&gt;,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;L&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;L&gt;&gt;&gt;&nbsp;datasetMapping,
<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;I,O&gt;&gt;&nbsp;shouldStop,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;O,I&gt;&nbsp;out2In)</code>
<div class="block">Construct sequential composition of same trainers.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>static &lt;I,O,L&gt;&nbsp;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">TrainersSequentialComposition</a>&lt;I,O,O,L&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">TrainersSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#ofSame-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteFunction-">ofSame</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a>&lt;? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;I,O&gt;,L&gt;&nbsp;tr,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,? super <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;I,O&gt;,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;L&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;L&gt;&gt;&gt;&nbsp;datasetMapping,
<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;I,O&gt;&gt;&nbsp;shouldStop,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;O,I&gt;&nbsp;out2In)</code>
<div class="block">Construct sequential composition of same trainers.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructor parameters in <a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#TrainersSequentialComposition-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBiFunction-">TrainersSequentialComposition</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a>&lt;? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;&nbsp;tr1,
<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a>&lt;? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;&nbsp;tr2,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,? super <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;&gt;&gt;&nbsp;datasetMapping)</code>
<div class="block">Create sequential composition of two trainers.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#TrainersSequentialComposition-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBiFunction-">TrainersSequentialComposition</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a>&lt;? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;&nbsp;tr1,
<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a>&lt;? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;&nbsp;tr2,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,? super <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;&gt;&gt;&nbsp;datasetMapping)</code>
<div class="block">Create sequential composition of two trainers.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#TrainersSequentialComposition-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteFunction-">TrainersSequentialComposition</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a>&lt;? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;&nbsp;tr1,
<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a>&lt;? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;&nbsp;tr2,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;? super <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;&gt;&gt;&nbsp;datasetMapping)</code>
<div class="block">Construct sequential composition of given two trainers.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#TrainersSequentialComposition-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteFunction-">TrainersSequentialComposition</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a>&lt;? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;&nbsp;tr1,
<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a>&lt;? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;&nbsp;tr2,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;? super <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>&gt;&gt;&gt;&nbsp;datasetMapping)</code>
<div class="block">Construct sequential composition of given two trainers.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.dataset.feature.extractor">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/package-summary.html">org.apache.ignite.ml.dataset.feature.extractor</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/dataset/feature/extractor/package-summary.html">org.apache.ignite.ml.dataset.feature.extractor</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.html" title="type parameter in Vectorizer">L</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">Vectorizer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.html" title="type parameter in Vectorizer">K</a>&nbsp;key,
<a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.html" title="type parameter in Vectorizer">V</a>&nbsp;value)</code>
<div class="block">Extracts labeled vector from upstream object.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.html" title="type parameter in Vectorizer">L</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">Vectorizer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.html#extract-K-V-">extract</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.html" title="type parameter in Vectorizer">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.html" title="type parameter in Vectorizer">V</a>&nbsp;v)</code>
<div class="block">Extract <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures"><code>LabeledVector</code></a> from key and value.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.dataset.feature.extractor.impl">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/package-summary.html">org.apache.ignite.ml.dataset.feature.extractor.impl</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/dataset/feature/extractor/impl/package-summary.html">org.apache.ignite.ml.dataset.feature.extractor.impl</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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>protected <a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">LabeledDummyVectorizer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/LabeledDummyVectorizer.html#allCoords-K-org.apache.ignite.ml.structures.LabeledVector-">allCoords</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/LabeledDummyVectorizer.html" title="type parameter in LabeledDummyVectorizer">K</a>&nbsp;key,
<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/LabeledDummyVectorizer.html" title="type parameter in LabeledDummyVectorizer">L</a>&gt;&nbsp;value)</code>
<div class="block">Returns list of all coordinate with feature values.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>protected <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a></code></td>
<td class="colLast"><span class="typeNameLabel">LabeledDummyVectorizer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/LabeledDummyVectorizer.html#feature-java.lang.Integer-K-org.apache.ignite.ml.structures.LabeledVector-">feature</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>&nbsp;coord,
<a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/LabeledDummyVectorizer.html" title="type parameter in LabeledDummyVectorizer">K</a>&nbsp;key,
<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/LabeledDummyVectorizer.html" title="type parameter in LabeledDummyVectorizer">L</a>&gt;&nbsp;value)</code>
<div class="block">Extracts feature value by given coordinate.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>protected <a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/LabeledDummyVectorizer.html" title="type parameter in LabeledDummyVectorizer">L</a></code></td>
<td class="colLast"><span class="typeNameLabel">LabeledDummyVectorizer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/LabeledDummyVectorizer.html#label-java.lang.Integer-K-org.apache.ignite.ml.structures.LabeledVector-">label</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>&nbsp;coord,
<a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/LabeledDummyVectorizer.html" title="type parameter in LabeledDummyVectorizer">K</a>&nbsp;key,
<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/LabeledDummyVectorizer.html" title="type parameter in LabeledDummyVectorizer">L</a>&gt;&nbsp;value)</code>
<div class="block">Extract label value by given coordinate.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.bootstrapping">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/package-summary.html">org.apache.ignite.ml.dataset.impl.bootstrapping</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/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/package-summary.html">org.apache.ignite.ml.dataset.impl.bootstrapping</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/dataset/impl/bootstrapping/BootstrappedVector.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedVector</a></span></code>
<div class="block">Represents vector with repetitions counters for subsamples in bootstrapped dataset.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.knn">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</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/knn/package-summary.html">org.apache.ignite.ml.knn</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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>protected @NotNull <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>[]</code></td>
<td class="colLast"><span class="typeNameLabel">NNClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#getKClosestVectors-org.apache.ignite.ml.structures.LabeledVectorSet-java.util.TreeMap-">getKClosestVectors</a></span>(<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&gt;&nbsp;trainingData,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/TreeMap.html?is-external=true" title="class or interface in java.util">TreeMap</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>&gt;&gt;&nbsp;distanceIdxPairs)</code>
<div class="block">Iterates along entries in distance map and fill the resulting k-element array.</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/knn/package-summary.html">org.apache.ignite.ml.knn</a> that return types with arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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>protected <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">NNClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#buildLabeledDatasetOnListOfVectors-java.util.List-">buildLabeledDatasetOnListOfVectors</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&gt;&nbsp;neighborsFromPartitions)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/knn/KNNModel.html" title="type parameter in KNNModel">L</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">KNNModel.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/KNNModel.html#findKClosest-int-org.apache.ignite.ml.math.primitives.vector.Vector-">findKClosest</a></span>(int&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>&nbsp;pnt)</code>
<div class="block">Finds <code>k</code> closest elements to the specified point.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Method parameters in <a href="../../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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>protected <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">NNClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#buildLabeledDatasetOnListOfVectors-java.util.List-">buildLabeledDatasetOnListOfVectors</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&gt;&nbsp;neighborsFromPartitions)</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>protected @NotNull <a href="https://docs.oracle.com/javase/8/docs/api/java/util/TreeMap.html?is-external=true" title="class or interface in java.util">TreeMap</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">NNClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#getDistances-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.structures.LabeledVectorSet-">getDistances</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>&nbsp;v,
<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&gt;&nbsp;trainingData)</code>
<div class="block">Computes distances between given vector and each vector in training dataset.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>protected @NotNull <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>[]</code></td>
<td class="colLast"><span class="typeNameLabel">NNClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#getKClosestVectors-org.apache.ignite.ml.structures.LabeledVectorSet-java.util.TreeMap-">getKClosestVectors</a></span>(<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&gt;&nbsp;trainingData,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/TreeMap.html?is-external=true" title="class or interface in java.util">TreeMap</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>&gt;&gt;&nbsp;distanceIdxPairs)</code>
<div class="block">Iterates along entries in distance map and fill the resulting k-element array.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.knn.ann">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</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/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a> that return types with arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">ANNClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationModel.html#getCandidates--">getCandidates</a></span>()</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">ANNModelFormat.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNModelFormat.html#getCandidates--">getCandidates</a></span>()</code>&nbsp;</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructor parameters in <a href="../../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationModel.html#ANNClassificationModel-org.apache.ignite.ml.structures.LabeledVectorSet-org.apache.ignite.ml.knn.ann.ANNClassificationTrainer.CentroidStat-">ANNClassificationModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&gt;&nbsp;centers,
<a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationTrainer.CentroidStat.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationTrainer.CentroidStat</a>&nbsp;centroindsStat)</code>
<div class="block">Build the model based on a candidates set.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNModelFormat.html#ANNModelFormat-int-org.apache.ignite.ml.math.distances.DistanceMeasure-boolean-org.apache.ignite.ml.structures.LabeledVectorSet-org.apache.ignite.ml.knn.ann.ANNClassificationTrainer.CentroidStat-">ANNModelFormat</a></span>(int&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a>&nbsp;measure,
boolean&nbsp;weighted,
<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&gt;&nbsp;candidates,
<a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationTrainer.CentroidStat.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationTrainer.CentroidStat</a>&nbsp;candidatesStat)</code>
<div class="block">Creates an instance.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.knn.utils">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/knn/utils/package-summary.html">org.apache.ignite.ml.knn.utils</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/knn/utils/package-summary.html">org.apache.ignite.ml.knn.utils</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/knn/utils/PointWithDistance.html" title="type parameter in PointWithDistance">L</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">PointWithDistance.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/utils/PointWithDistance.html#getPnt--">getPnt</a></span>()</code>&nbsp;</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/knn/utils/package-summary.html">org.apache.ignite.ml.knn.utils</a> that return types with arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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;L&gt;&nbsp;<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;L&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">PointWithDistanceUtil.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/utils/PointWithDistanceUtil.html#transformToListOrdered-java.util.Queue-">transformToListOrdered</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Queue.html?is-external=true" title="class or interface in java.util">Queue</a>&lt;<a href="../../../../../../org/apache/ignite/ml/knn/utils/PointWithDistance.html" title="class in org.apache.ignite.ml.knn.utils">PointWithDistance</a>&lt;L&gt;&gt;&nbsp;points)</code>
<div class="block">Util method that transforms collection of <a href="../../../../../../org/apache/ignite/ml/knn/utils/PointWithDistance.html" title="class in org.apache.ignite.ml.knn.utils"><code>PointWithDistance</code></a> to array of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures"><code>LabeledVector</code></a>.</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/knn/utils/package-summary.html">org.apache.ignite.ml.knn.utils</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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;L&gt;&nbsp;void</code></td>
<td class="colLast"><span class="typeNameLabel">PointWithDistanceUtil.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/utils/PointWithDistanceUtil.html#tryToAddIntoHeap-java.util.Queue-int-org.apache.ignite.ml.structures.LabeledVector-double-">tryToAddIntoHeap</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Queue.html?is-external=true" title="class or interface in java.util">Queue</a>&lt;<a href="../../../../../../org/apache/ignite/ml/knn/utils/PointWithDistance.html" title="class in org.apache.ignite.ml.knn.utils">PointWithDistance</a>&lt;L&gt;&gt;&nbsp;heap,
int&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;L&gt;&nbsp;dataPnt,
double&nbsp;distance)</code>
<div class="block">Util method that adds data point into heap if it fits (if heap size is less than <code>k</code> or a distance from
taget point to data point is less than a distance from target point to the most distant data point in heap).</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Method parameters in <a href="../../../../../../org/apache/ignite/ml/knn/utils/package-summary.html">org.apache.ignite.ml.knn.utils</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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;L&gt;&nbsp;void</code></td>
<td class="colLast"><span class="typeNameLabel">PointWithDistanceUtil.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/utils/PointWithDistanceUtil.html#tryToAddIntoHeap-java.util.Queue-int-org.apache.ignite.ml.math.primitives.vector.Vector-java.util.List-org.apache.ignite.ml.math.distances.DistanceMeasure-">tryToAddIntoHeap</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Queue.html?is-external=true" title="class or interface in java.util">Queue</a>&lt;<a href="../../../../../../org/apache/ignite/ml/knn/utils/PointWithDistance.html" title="class in org.apache.ignite.ml.knn.utils">PointWithDistance</a>&lt;L&gt;&gt;&nbsp;heap,
int&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>&nbsp;pnt,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;L&gt;&gt;&nbsp;dataPnts,
<a href="../../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a>&nbsp;distanceMeasure)</code>
<div class="block">Util method that adds data points into heap if they fits (if heap size is less than <code>k</code> or a distance from
taget point to data point is less than a distance from target point to the most distant data point in heap).</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/knn/utils/package-summary.html">org.apache.ignite.ml.knn.utils</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/utils/PointWithDistance.html#PointWithDistance-org.apache.ignite.ml.structures.LabeledVector-double-">PointWithDistance</a></span>(<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/knn/utils/PointWithDistance.html" title="type parameter in PointWithDistance">L</a>&gt;&nbsp;pnt,
double&nbsp;distance)</code>
<div class="block">Constructs a new instance of data point with distance.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.knn.utils.indices">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/package-summary.html">org.apache.ignite.ml.knn.utils.indices</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/knn/utils/indices/package-summary.html">org.apache.ignite.ml.knn.utils.indices</a> that return types with arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/BallTreeSpatialIndex.html" title="type parameter in BallTreeSpatialIndex">L</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">BallTreeSpatialIndex.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/BallTreeSpatialIndex.html#findKClosest-int-org.apache.ignite.ml.math.primitives.vector.Vector-">findKClosest</a></span>(int&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>&nbsp;pnt)</code>
<div class="block">Finds <code>k</code> closest elements to the specified point.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/SpatialIndex.html" title="type parameter in SpatialIndex">L</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">SpatialIndex.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/SpatialIndex.html#findKClosest-int-org.apache.ignite.ml.math.primitives.vector.Vector-">findKClosest</a></span>(int&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>&nbsp;pnt)</code>
<div class="block">Finds <code>k</code> closest elements to the specified point.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/KDTreeSpatialIndex.html" title="type parameter in KDTreeSpatialIndex">L</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">KDTreeSpatialIndex.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/KDTreeSpatialIndex.html#findKClosest-int-org.apache.ignite.ml.math.primitives.vector.Vector-">findKClosest</a></span>(int&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>&nbsp;pnt)</code>
<div class="block">Finds <code>k</code> closest elements to the specified point.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/ArraySpatialIndex.html" title="type parameter in ArraySpatialIndex">L</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">ArraySpatialIndex.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/ArraySpatialIndex.html#findKClosest-int-org.apache.ignite.ml.math.primitives.vector.Vector-">findKClosest</a></span>(int&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>&nbsp;pnt)</code>
<div class="block">Finds <code>k</code> closest elements to the specified point.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructor parameters in <a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/package-summary.html">org.apache.ignite.ml.knn.utils.indices</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/ArraySpatialIndex.html#ArraySpatialIndex-java.util.List-org.apache.ignite.ml.math.distances.DistanceMeasure-">ArraySpatialIndex</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/ArraySpatialIndex.html" title="type parameter in ArraySpatialIndex">L</a>&gt;&gt;&nbsp;data,
<a href="../../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a>&nbsp;distanceMeasure)</code>
<div class="block">Construct a new array spatial index.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/BallTreeSpatialIndex.html#BallTreeSpatialIndex-java.util.List-org.apache.ignite.ml.math.distances.DistanceMeasure-">BallTreeSpatialIndex</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/BallTreeSpatialIndex.html" title="type parameter in BallTreeSpatialIndex">L</a>&gt;&gt;&nbsp;data,
<a href="../../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a>&nbsp;distanceMeasure)</code>
<div class="block">Constructs a new instance of Ball tree spatial index.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/KDTreeSpatialIndex.html#KDTreeSpatialIndex-java.util.List-org.apache.ignite.ml.math.distances.DistanceMeasure-">KDTreeSpatialIndex</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/KDTreeSpatialIndex.html" title="type parameter in KDTreeSpatialIndex">L</a>&gt;&gt;&nbsp;data,
<a href="../../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a>&nbsp;distanceMeasure)</code>
<div class="block">Constructs a new instance of KD tree spatial index.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.math.exceptions.preprocessing">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/math/exceptions/preprocessing/package-summary.html">org.apache.ignite.ml.math.exceptions.preprocessing</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/math/exceptions/preprocessing/package-summary.html">org.apache.ignite.ml.math.exceptions.preprocessing</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/math/exceptions/preprocessing/UndefinedLabelException.html#UndefinedLabelException-org.apache.ignite.ml.structures.LabeledVector-">UndefinedLabelException</a></span>(<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&nbsp;lv)</code>&nbsp;</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.math.primitives.vector">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/package-summary.html">org.apache.ignite.ml.math.primitives.vector</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/math/primitives/vector/package-summary.html">org.apache.ignite.ml.math.primitives.vector</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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;L&gt;&nbsp;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;L&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">Vector.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html#labeled-L-">labeled</a></span>(L&nbsp;lbl)</code>
<div class="block">Creates <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures"><code>LabeledVector</code></a> instance.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/package-summary.html">org.apache.ignite.ml.preprocessing</a></h3>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Method parameters in <a href="../../../../../../org/apache/ignite/ml/preprocessing/package-summary.html">org.apache.ignite.ml.preprocessing</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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;L1,L2&gt;&nbsp;<a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="type parameter in Preprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="type parameter in Preprocessor">V</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">Preprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html#map-org.apache.ignite.ml.math.functions.IgniteFunction-">map</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;L1&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;L2&gt;&gt;&nbsp;func)</code>
<div class="block">Map vectorizer answer.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>default &lt;L1,L2&gt;&nbsp;<a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="type parameter in Preprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="type parameter in Preprocessor">V</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">Preprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html#map-org.apache.ignite.ml.math.functions.IgniteFunction-">map</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;L1&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;L2&gt;&gt;&nbsp;func)</code>
<div class="block">Map vectorizer answer.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing.binarization">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/package-summary.html">org.apache.ignite.ml.preprocessing.binarization</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/preprocessing/binarization/package-summary.html">org.apache.ignite.ml.preprocessing.binarization</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></code></td>
<td class="colLast"><span class="typeNameLabel">BinarizationPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">V</a>&nbsp;v)</code>
<div class="block">Applies this preprocessor.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing.developer">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/package-summary.html">org.apache.ignite.ml.preprocessing.developer</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/preprocessing/developer/package-summary.html">org.apache.ignite.ml.preprocessing.developer</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">L1</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">MappedPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">K</a>&nbsp;key,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">V</a>&nbsp;value)</code></td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></code></td>
<td class="colLast"><span class="typeNameLabel">PatchedPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html" title="type parameter in PatchedPreprocessor">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html" title="type parameter in PatchedPreprocessor">V</a>&nbsp;v)</code>
<div class="block">Applies this preprocessor.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructor parameters in <a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/package-summary.html">org.apache.ignite.ml.preprocessing.developer</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html#MappedPreprocessor-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.math.functions.IgniteFunction-">MappedPreprocessor</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">V</a>&gt;&nbsp;original,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">L0</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">L1</a>&gt;&gt;&nbsp;andThen)</code>
<div class="block">Creates an instance of MappedPreprocessor.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html#MappedPreprocessor-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.math.functions.IgniteFunction-">MappedPreprocessor</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">V</a>&gt;&nbsp;original,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">L0</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">L1</a>&gt;&gt;&nbsp;andThen)</code>
<div class="block">Creates an instance of MappedPreprocessor.</div>
</td>
</tr>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html#PatchedPreprocessor-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.preprocessing.Preprocessor-">PatchedPreprocessor</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html" title="type parameter in PatchedPreprocessor">L1</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html" title="type parameter in PatchedPreprocessor">L2</a>&gt;&gt;&nbsp;lbPatcher,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html" title="type parameter in PatchedPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html" title="type parameter in PatchedPreprocessor">V</a>&gt;&nbsp;basePreprocessor)</code>
<div class="block">Constructs a new instance of Binarization preprocessor.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html#PatchedPreprocessor-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.preprocessing.Preprocessor-">PatchedPreprocessor</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html" title="type parameter in PatchedPreprocessor">L1</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html" title="type parameter in PatchedPreprocessor">L2</a>&gt;&gt;&nbsp;lbPatcher,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a>&lt;<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html" title="type parameter in PatchedPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html" title="type parameter in PatchedPreprocessor">V</a>&gt;&nbsp;basePreprocessor)</code>
<div class="block">Constructs a new instance of Binarization preprocessor.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing.encoding.frequency">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/frequency/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.frequency</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/preprocessing/encoding/frequency/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.frequency</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></code></td>
<td class="colLast"><span class="typeNameLabel">FrequencyEncoderPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/frequency/FrequencyEncoderPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/frequency/FrequencyEncoderPreprocessor.html" title="type parameter in FrequencyEncoderPreprocessor">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/frequency/FrequencyEncoderPreprocessor.html" title="type parameter in FrequencyEncoderPreprocessor">V</a>&nbsp;v)</code>
<div class="block">Applies this preprocessor.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing.encoding.label">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/label/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.label</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/preprocessing/encoding/label/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.label</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></code></td>
<td class="colLast"><span class="typeNameLabel">LabelEncoderPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/label/LabelEncoderPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/label/LabelEncoderPreprocessor.html" title="type parameter in LabelEncoderPreprocessor">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/label/LabelEncoderPreprocessor.html" title="type parameter in LabelEncoderPreprocessor">V</a>&nbsp;v)</code>
<div class="block">Applies this preprocessor.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing.encoding.onehotencoder">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/onehotencoder/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.onehotencoder</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/preprocessing/encoding/onehotencoder/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.onehotencoder</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></code></td>
<td class="colLast"><span class="typeNameLabel">OneHotEncoderPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/onehotencoder/OneHotEncoderPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/onehotencoder/OneHotEncoderPreprocessor.html" title="type parameter in OneHotEncoderPreprocessor">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/onehotencoder/OneHotEncoderPreprocessor.html" title="type parameter in OneHotEncoderPreprocessor">V</a>&nbsp;v)</code>
<div class="block">Applies this preprocessor.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing.encoding.stringencoder">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/stringencoder/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.stringencoder</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/preprocessing/encoding/stringencoder/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.stringencoder</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></code></td>
<td class="colLast"><span class="typeNameLabel">StringEncoderPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/stringencoder/StringEncoderPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/stringencoder/StringEncoderPreprocessor.html" title="type parameter in StringEncoderPreprocessor">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/stringencoder/StringEncoderPreprocessor.html" title="type parameter in StringEncoderPreprocessor">V</a>&nbsp;v)</code>
<div class="block">Applies this preprocessor.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing.encoding.target">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/target/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.target</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/preprocessing/encoding/target/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.target</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></code></td>
<td class="colLast"><span class="typeNameLabel">TargetEncoderPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/target/TargetEncoderPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/target/TargetEncoderPreprocessor.html" title="type parameter in TargetEncoderPreprocessor">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/target/TargetEncoderPreprocessor.html" title="type parameter in TargetEncoderPreprocessor">V</a>&nbsp;v)</code>
<div class="block">Applies this preprocessor.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing.finalization">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/finalization/package-summary.html">org.apache.ignite.ml.preprocessing.finalization</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/preprocessing/finalization/package-summary.html">org.apache.ignite.ml.preprocessing.finalization</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></code></td>
<td class="colLast"><span class="typeNameLabel">VectorFinalizationPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/finalization/VectorFinalizationPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/finalization/VectorFinalizationPreprocessor.html" title="type parameter in VectorFinalizationPreprocessor">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/finalization/VectorFinalizationPreprocessor.html" title="type parameter in VectorFinalizationPreprocessor">V</a>&nbsp;v)</code>
<div class="block">Applies this preprocessor.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing.imputing">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/imputing/package-summary.html">org.apache.ignite.ml.preprocessing.imputing</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/preprocessing/imputing/package-summary.html">org.apache.ignite.ml.preprocessing.imputing</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></code></td>
<td class="colLast"><span class="typeNameLabel">ImputerPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.html" title="type parameter in ImputerPreprocessor">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.html" title="type parameter in ImputerPreprocessor">V</a>&nbsp;v)</code>
<div class="block">Applies this preprocessor.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing.maxabsscaling">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/package-summary.html">org.apache.ignite.ml.preprocessing.maxabsscaling</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/preprocessing/maxabsscaling/package-summary.html">org.apache.ignite.ml.preprocessing.maxabsscaling</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></code></td>
<td class="colLast"><span class="typeNameLabel">MaxAbsScalerPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.html" title="type parameter in MaxAbsScalerPreprocessor">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.html" title="type parameter in MaxAbsScalerPreprocessor">V</a>&nbsp;v)</code>
<div class="block">Applies this preprocessor.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing.minmaxscaling">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/package-summary.html">org.apache.ignite.ml.preprocessing.minmaxscaling</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/preprocessing/minmaxscaling/package-summary.html">org.apache.ignite.ml.preprocessing.minmaxscaling</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></code></td>
<td class="colLast"><span class="typeNameLabel">MinMaxScalerPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.html" title="type parameter in MinMaxScalerPreprocessor">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.html" title="type parameter in MinMaxScalerPreprocessor">V</a>&nbsp;v)</code>
<div class="block">Applies this preprocessor.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing.normalization">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/normalization/package-summary.html">org.apache.ignite.ml.preprocessing.normalization</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/preprocessing/normalization/package-summary.html">org.apache.ignite.ml.preprocessing.normalization</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></code></td>
<td class="colLast"><span class="typeNameLabel">NormalizationPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationPreprocessor.html" title="type parameter in NormalizationPreprocessor">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationPreprocessor.html" title="type parameter in NormalizationPreprocessor">V</a>&nbsp;v)</code>
<div class="block">Applies this preprocessor.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.preprocessing.standardscaling">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/package-summary.html">org.apache.ignite.ml.preprocessing.standardscaling</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/preprocessing/standardscaling/package-summary.html">org.apache.ignite.ml.preprocessing.standardscaling</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></code></td>
<td class="colLast"><span class="typeNameLabel">StandardScalerPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/StandardScalerPreprocessor.html#apply-K-V-">apply</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/StandardScalerPreprocessor.html" title="type parameter in StandardScalerPreprocessor">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/StandardScalerPreprocessor.html" title="type parameter in StandardScalerPreprocessor">V</a>&nbsp;v)</code>
<div class="block">Applies this preprocessor.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.selection.scoring.evaluator.aggregator">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/package-summary.html">org.apache.ignite.ml.selection.scoring.evaluator.aggregator</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/selection/scoring/evaluator/aggregator/package-summary.html">org.apache.ignite.ml.selection.scoring.evaluator.aggregator</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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>void</code></td>
<td class="colLast"><span class="typeNameLabel">RegressionMetricStatsAggregator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/RegressionMetricStatsAggregator.html#aggregate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.structures.LabeledVector-">aggregate</a></span>(<a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&nbsp;model,
<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&nbsp;vector)</code>
<div class="block">Aggregates statistics for metric computation given model and vector with answer.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>void</code></td>
<td class="colLast"><span class="typeNameLabel">BinaryClassificationPointwiseMetricStatsAggregator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/BinaryClassificationPointwiseMetricStatsAggregator.html#aggregate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.structures.LabeledVector-">aggregate</a></span>(<a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/BinaryClassificationPointwiseMetricStatsAggregator.html" title="type parameter in BinaryClassificationPointwiseMetricStatsAggregator">L</a>&gt;&nbsp;mdl,
<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/BinaryClassificationPointwiseMetricStatsAggregator.html" title="type parameter in BinaryClassificationPointwiseMetricStatsAggregator">L</a>&gt;&nbsp;vector)</code>
<div class="block">Aggregates statistics for metric computation given model and vector with answer.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>void</code></td>
<td class="colLast"><span class="typeNameLabel">MetricStatsAggregator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/MetricStatsAggregator.html#aggregate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.structures.LabeledVector-">aggregate</a></span>(<a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/MetricStatsAggregator.html" title="type parameter in MetricStatsAggregator">L</a>&gt;&nbsp;model,
<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/MetricStatsAggregator.html" title="type parameter in MetricStatsAggregator">L</a>&gt;&nbsp;vector)</code>
<div class="block">Aggregates statistics for metric computation given model and vector with answer.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>void</code></td>
<td class="colLast"><span class="typeNameLabel">ClassificationMetricsAggregator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/ClassificationMetricsAggregator.html#aggregate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.structures.LabeledVector-">aggregate</a></span>(<a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/ClassificationMetricsAggregator.html" title="type parameter in ClassificationMetricsAggregator">L</a>&gt;&nbsp;mdl,
<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/ClassificationMetricsAggregator.html" title="type parameter in ClassificationMetricsAggregator">L</a>&gt;&nbsp;vector)</code>
<div class="block">Aggregates statistics for metric computation given model and vector with answer.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.selection.scoring.evaluator.context">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/context/package-summary.html">org.apache.ignite.ml.selection.scoring.evaluator.context</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/selection/scoring/evaluator/context/package-summary.html">org.apache.ignite.ml.selection.scoring.evaluator.context</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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>void</code></td>
<td class="colLast"><span class="typeNameLabel">BinaryClassificationEvaluationContext.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/context/BinaryClassificationEvaluationContext.html#aggregate-org.apache.ignite.ml.structures.LabeledVector-">aggregate</a></span>(<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/context/BinaryClassificationEvaluationContext.html" title="type parameter in BinaryClassificationEvaluationContext">L</a>&gt;&nbsp;vector)</code>
<div class="block">Aggregates statistic from vector of sample.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>void</code></td>
<td class="colLast"><span class="typeNameLabel">EmptyContext.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/context/EmptyContext.html#aggregate-org.apache.ignite.ml.structures.LabeledVector-">aggregate</a></span>(<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/context/EmptyContext.html" title="type parameter in EmptyContext">L</a>&gt;&nbsp;vector)</code>
<div class="block">Aggregates statistic from vector of sample.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>void</code></td>
<td class="colLast"><span class="typeNameLabel">EvaluationContext.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/context/EvaluationContext.html#aggregate-org.apache.ignite.ml.structures.LabeledVector-">aggregate</a></span>(<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/context/EvaluationContext.html" title="type parameter in EvaluationContext">L</a>&gt;&nbsp;vector)</code>
<div class="block">Aggregates statistic from vector of sample.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.structures">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/structures/package-summary.html">org.apache.ignite.ml.structures</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/structures/package-summary.html">org.apache.ignite.ml.structures</a> with type parameters of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a>&lt;Row extends <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&gt;</span></code>
<div class="block">The set of labeled vectors used in local partition calculations.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation">
<caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/structures/package-summary.html">org.apache.ignite.ml.structures</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a></span><span class="tabEnd">&nbsp;</span></caption>
<tr>
<th class="colOne" scope="col">Constructor and Description</th>
</tr>
<tbody>
<tr class="altColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html#LabeledVectorSet-Row:A-">LabeledVectorSet</a></span>(<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="type parameter in LabeledVectorSet">Row</a>[]&nbsp;data)</code>
<div class="block">Creates new Labeled Dataset by given data.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html#LabeledVectorSet-Row:A-int-">LabeledVectorSet</a></span>(<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="type parameter in LabeledVectorSet">Row</a>[]&nbsp;data,
int&nbsp;colSize)</code>
<div class="block">Creates new Labeled Dataset by given data.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.structures.partition">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/structures/partition/package-summary.html">org.apache.ignite.ml.structures.partition</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/structures/partition/package-summary.html">org.apache.ignite.ml.structures.partition</a> that return types with arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">LabeledDatasetPartitionDataBuilderOnHeap.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-C-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a>&nbsp;env,
<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a>&lt;<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">K</a>,<a href="../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">V</a>&gt;&gt;&nbsp;upstreamData,
long&nbsp;upstreamDataSize,
<a href="../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">C</a>&nbsp;ctx)</code>
<div class="block">Builds a new partition <code>data</code> from a partition <code>upstream</code> data and partition <code>context</code>.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.trainers">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</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/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/FeatureLabelExtractor.html" title="type parameter in FeatureLabelExtractor">L</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">FeatureLabelExtractor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/FeatureLabelExtractor.html#extract-K-V-">extract</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/FeatureLabelExtractor.html" title="type parameter in FeatureLabelExtractor">K</a>&nbsp;k,
<a href="../../../../../../org/apache/ignite/ml/trainers/FeatureLabelExtractor.html" title="type parameter in FeatureLabelExtractor">V</a>&nbsp;v)</code>
<div class="block">Extract <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures"><code>LabeledVector</code></a> from key and value.</div>
</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Method parameters in <a href="../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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>&lt;O1,M1 extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,O1&gt;&gt;<br><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">TrainersSequentialComposition</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,O1,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">AdaptableDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html#andThen-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteFunction-">andThen</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a>&lt;M1,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>&gt;&nbsp;tr,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">IW</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">OW</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">M</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>&gt;&gt;&gt;&nbsp;datasetMappingProducer)</code>
<div class="block">Create a <a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential"><code>TrainersSequentialComposition</code></a> of this trainer and specified trainer.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>&lt;O1,M1 extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,O1&gt;&gt;<br><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">TrainersSequentialComposition</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,O1,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">AdaptableDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html#andThen-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteFunction-">andThen</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a>&lt;M1,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>&gt;&nbsp;tr,
<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetModel</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">IW</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">OW</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">M</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>&gt;&gt;&gt;&nbsp;datasetMappingProducer)</code>
<div class="block">Create a <a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential"><code>TrainersSequentialComposition</code></a> of this trainer and specified trainer.</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.util.generators">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/util/generators/package-summary.html">org.apache.ignite.ml.util.generators</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/util/generators/package-summary.html">org.apache.ignite.ml.util.generators</a> that return types with arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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="https://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/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#labeled--">labeled</a></span>()</code>&nbsp;</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>default <a href="https://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/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#labeled-org.apache.ignite.ml.math.functions.IgniteFunction-">labeled</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&nbsp;classifier)</code>&nbsp;</td>
</tr>
</tbody>
</table>
<table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
<caption><span>Method parameters in <a href="../../../../../../org/apache/ignite/ml/util/generators/package-summary.html">org.apache.ignite.ml.util.generators</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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;K&gt;&nbsp;void</code></td>
<td class="colLast"><span class="typeNameLabel">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#fillCacheWithCustomKey-int-org.apache.ignite.IgniteCache-java.util.function.Function-">fillCacheWithCustomKey</a></span>(int&nbsp;datasetSize,
<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a>&lt;K,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&gt;&nbsp;cache,
<a href="https://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;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;,K&gt;&nbsp;keyMapper)</code>
<div class="block">Fills given cache with labeled vectors from this generator and user defined mapper from vectors to keys.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>default &lt;K&gt;&nbsp;void</code></td>
<td class="colLast"><span class="typeNameLabel">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#fillCacheWithCustomKey-int-org.apache.ignite.IgniteCache-java.util.function.Function-">fillCacheWithCustomKey</a></span>(int&nbsp;datasetSize,
<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a>&lt;K,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&gt;&nbsp;cache,
<a href="https://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;<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;,K&gt;&nbsp;keyMapper)</code>
<div class="block">Fills given cache with labeled vectors from this generator and user defined mapper from vectors to keys.</div>
</td>
</tr>
<tr class="altColor">
<td class="colFirst"><code>default void</code></td>
<td class="colLast"><span class="typeNameLabel">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#fillCacheWithVecHashAsKey-int-org.apache.ignite.IgniteCache-">fillCacheWithVecHashAsKey</a></span>(int&nbsp;datasetSize,
<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&gt;&nbsp;cache)</code>
<div class="block">Fills given cache with labeled vectors from this generator as values and their hashcodes as keys.</div>
</td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code>default void</code></td>
<td class="colLast"><span class="typeNameLabel">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#fillCacheWithVecUUIDAsKey-int-org.apache.ignite.IgniteCache-">fillCacheWithVecUUIDAsKey</a></span>(int&nbsp;datasetSize,
<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/util/UUID.html?is-external=true" title="class or interface in java.util">UUID</a>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&gt;&nbsp;cache)</code>
<div class="block">Fills given cache with labeled vectors from this generator as values and random UUIDs as keys</div>
</td>
</tr>
</tbody>
</table>
</li>
<li class="blockList"><a name="org.apache.ignite.ml.util.generators.standard">
<!-- -->
</a>
<h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a> in <a href="../../../../../../org/apache/ignite/ml/util/generators/standard/package-summary.html">org.apache.ignite.ml.util.generators.standard</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/util/generators/standard/package-summary.html">org.apache.ignite.ml.util.generators.standard</a> that return types with arguments of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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="https://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/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">RegressionDataStream.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/generators/standard/RegressionDataStream.html#labeled--">labeled</a></span>()</code></td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="https://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/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">GaussianMixtureDataStream.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/generators/standard/GaussianMixtureDataStream.html#labeled--">labeled</a></span>()</code></td>
</tr>
<tr class="altColor">
<td class="colFirst"><code><a href="https://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/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">TwoSeparableClassesDataStream.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/generators/standard/TwoSeparableClassesDataStream.html#labeled--">labeled</a></span>()</code></td>
</tr>
<tr class="rowColor">
<td class="colFirst"><code><a href="https://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/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>&gt;&gt;</code></td>
<td class="colLast"><span class="typeNameLabel">RingsDataStream.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/generators/standard/RingsDataStream.html#labeled--">labeled</a></span>()</code></td>
</tr>
</tbody>
</table>
</li>
</ul>
</li>
</ul>
</div>
<!-- ======= START OF BOTTOM NAVBAR ====== -->
<div class="bottomNav"><a name="navbar.bottom">
<!-- -->
</a>
<div class="skipNav"><a href="#skip.navbar.bottom" title="Skip navigation links">Skip navigation links</a></div>
<a name="navbar.bottom.firstrow">
<!-- -->
</a>
<ul class="navList" title="Navigation">
<li><a href="../../../../../../overview-summary.html">Overview</a></li>
<li><a href="../package-summary.html">Package</a></li>
<li><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">Class</a></li>
<li class="navBarCell1Rev">Use</li>
<li><a href="../package-tree.html">Tree</a></li>
<li><a href="../../../../../../deprecated-list.html">Deprecated</a></li>
<li><a href="../../../../../../index-all.html">Index</a></li>
<li><a href="../../../../../../help-doc.html">Help</a></li>
</ul>
</div>
<div class="subNav">
<ul class="navList">
<li>Prev</li>
<li>Next</li>
</ul>
<ul class="navList">
<li><a href="../../../../../../index.html?org/apache/ignite/ml/structures/class-use/LabeledVector.html" target="_top">Frames</a></li>
<li><a href="LabeledVector.html" target="_top">No&nbsp;Frames</a></li>
</ul>
<ul class="navList" id="allclasses_navbar_bottom">
<li><a href="../../../../../../allclasses-noframe.html">All&nbsp;Classes</a></li>
</ul>
<div>
<script type="text/javascript"><!--
allClassesLink = document.getElementById("allclasses_navbar_bottom");
if(window==top) {
allClassesLink.style.display = "block";
}
else {
allClassesLink.style.display = "none";
}
//-->
</script>
</div>
<a name="skip.navbar.bottom">
<!-- -->
</a></div>
<!-- ======== END OF BOTTOM NAVBAR ======= -->
<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>2021 Copyright &#169; 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>:&nbsp;&nbsp; ver. <strong>2.11.1</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>:&nbsp;&nbsp; December 20 2021 </td> </tr> </tbody> </table> </td> </tr> </table></small></p>
</body>
</html>