releases/2.12.0/javadoc/org/apache/ignite/ml/composition/predictionsaggregator/class-use/PredictionsAggregator.html - ignite-website - Git at Google

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 <h2 title="Uses of Interface org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator" class="title">Uses of Interface<br>org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator</h2>
 </div>
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 <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing packages, and an explanation">
 <caption><span>Packages that use <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</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">org.apache.ignite.ml.composition</a></td>
 <td class="colLast">
 <div class="block">Contains classes for ensemble of models implementation.</div>
 </td>
 </tr>
 <tr class="rowColor">
 <td class="colFirst"><a href="#org.apache.ignite.ml.composition.bagging">org.apache.ignite.ml.composition.bagging</a></td>
 <td class="colLast">
 <div class="block">Contains bootstrap aggregation (bagging) trainer allowing to combine some other trainers and return a bagged version of them.</div>
 </td>
 </tr>
 <tr class="altColor">
 <td class="colFirst"><a href="#org.apache.ignite.ml.composition.predictionsaggregator">org.apache.ignite.ml.composition.predictionsaggregator</a></td>
 <td class="colLast">
 <div class="block">Contains classes for several predictions aggregation strategies
  working with predictions vector from models ensemble.</div>
 </td>
 </tr>
 <tr class="rowColor">
 <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="altColor">
 <td class="colFirst"><a href="#org.apache.ignite.ml.tree.randomforest">org.apache.ignite.ml.tree.randomforest</a></td>
 <td class="colLast">
 <div class="block">Contains random forest implementation classes.</div>
 </td>
 </tr>
 </tbody>
 </table>
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 <li class="blockList"><a name="org.apache.ignite.ml.composition">
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 </a>
 <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> in <a href="../../../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</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/package-summary.html">org.apache.ignite.ml.composition</a> declared as <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</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/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a></code></td>
 <td class="colLast"><span class="typeNameLabel">ModelsComposition.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html#predictionsAggregator">predictionsAggregator</a></span></code>
 <div class="block">Predictions aggregator.</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/composition/package-summary.html">org.apache.ignite.ml.composition</a> that return <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</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/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a></code></td>
 <td class="colLast"><span class="typeNameLabel">ModelsComposition.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html#getPredictionsAggregator--">getPredictionsAggregator</a></span>()</code>
 <div class="block">Returns predictions aggregator.</div>
 </td>
 </tr>
 <tr class="rowColor">
 <td class="colFirst"><code><a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a></code></td>
 <td class="colLast"><span class="typeNameLabel">ModelsCompositionFormat.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/composition/ModelsCompositionFormat.html#predictionsAggregator--">predictionsAggregator</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>Constructors in <a href="../../../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</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/ModelsComposition.html#ModelsComposition-java.util.List-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">ModelsComposition</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/composition/ModelsComposition.html" title="type parameter in ModelsComposition">M</a>&gt;&nbsp;models,
                  <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a>&nbsp;predictionsAggregator)</code>
 <div class="block">Constructs a new instance of composition of models.</div>
 </td>
 </tr>
 <tr class="rowColor">
 <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/composition/ModelsCompositionFormat.html#ModelsCompositionFormat-java.util.List-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">ModelsCompositionFormat</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;? 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/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;&gt;&nbsp;models,
                        <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a>&nbsp;predictionsAggregator)</code>
 <div class="block">Creates an instance of ModelsCompositionFormat.</div>
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 <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> in <a href="../../../../../../../org/apache/ignite/ml/composition/bagging/package-summary.html">org.apache.ignite.ml.composition.bagging</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/composition/bagging/package-summary.html">org.apache.ignite.ml.composition.bagging</a> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</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/bagging/BaggedTrainer.html#BaggedTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-int-double-int-int-">BaggedTrainer</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>,<a href="../../../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html" title="type parameter in BaggedTrainer">L</a>&gt;&nbsp;tr,
              <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a>&nbsp;aggregator,
              int&nbsp;ensembleSize,
              double&nbsp;subsampleRatio,
              int&nbsp;featuresVectorSize,
              int&nbsp;featureSubspaceDim)</code>
 <div class="block">Construct instance of this class with given parameters.</div>
 </td>
 </tr>
 </tbody>
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 <li class="blockList"><a name="org.apache.ignite.ml.composition.predictionsaggregator">
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 <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> in <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/package-summary.html">org.apache.ignite.ml.composition.predictionsaggregator</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/composition/predictionsaggregator/package-summary.html">org.apache.ignite.ml.composition.predictionsaggregator</a> that implement <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</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/composition/predictionsaggregator/MeanValuePredictionsAggregator.html" title="class in org.apache.ignite.ml.composition.predictionsaggregator">MeanValuePredictionsAggregator</a></span></code>
 <div class="block">Predictions aggregator returning the mean value of predictions.</div>
 </td>
 </tr>
 <tr class="rowColor">
 <td class="colFirst"><code>class&nbsp;</code></td>
 <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/OnMajorityPredictionsAggregator.html" title="class in org.apache.ignite.ml.composition.predictionsaggregator">OnMajorityPredictionsAggregator</a></span></code>
 <div class="block">Predictions aggregator returning the most frequently prediction.</div>
 </td>
 </tr>
 <tr class="altColor">
 <td class="colFirst"><code>class&nbsp;</code></td>
 <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/WeightedPredictionsAggregator.html" title="class in org.apache.ignite.ml.composition.predictionsaggregator">WeightedPredictionsAggregator</a></span></code>
 <div class="block">Predictions aggregator returning weighted plus of predictions.</div>
 </td>
 </tr>
 </tbody>
 </table>
 </li>
 <li class="blockList"><a name="org.apache.ignite.ml.trainers">
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 </a>
 <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</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> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</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="../../../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html" title="class in org.apache.ignite.ml.composition.bagging">BaggedTrainer</a>&lt;L&gt;</code></td>
 <td class="colLast"><span class="typeNameLabel">TrainerTransformers.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/trainers/TrainerTransformers.html#makeBagged-org.apache.ignite.ml.trainers.DatasetTrainer-int-double-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">makeBagged</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>,L&gt;&nbsp;trainer,
           int&nbsp;ensembleSize,
           double&nbsp;subsampleRatio,
           <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a>&nbsp;aggregator)</code>
 <div class="block">Add bagging logic to a given trainer.</div>
 </td>
 </tr>
 <tr class="rowColor">
 <td class="colFirst"><code>static &lt;M 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/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;,L&gt;<br><a href="../../../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html" title="class in org.apache.ignite.ml.composition.bagging">BaggedTrainer</a>&lt;L&gt;</code></td>
 <td class="colLast"><span class="typeNameLabel">TrainerTransformers.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/trainers/TrainerTransformers.html#makeBagged-org.apache.ignite.ml.trainers.DatasetTrainer-int-double-int-int-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">makeBagged</a></span>(<a href="../../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a>&lt;M,L&gt;&nbsp;trainer,
           int&nbsp;ensembleSize,
           double&nbsp;subsampleRatio,
           int&nbsp;featureVectorSize,
           int&nbsp;featuresSubspaceDim,
           <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a>&nbsp;aggregator)</code>
 <div class="block">Add bagging logic to a given trainer.</div>
 </td>
 </tr>
 </tbody>
 </table>
 </li>
 <li class="blockList"><a name="org.apache.ignite.ml.tree.randomforest">
 <!--   -->
 </a>
 <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> in <a href="../../../../../../../org/apache/ignite/ml/tree/randomforest/package-summary.html">org.apache.ignite.ml.tree.randomforest</a></h3>
 <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
 <caption><span>Methods in <a href="../../../../../../../org/apache/ignite/ml/tree/randomforest/package-summary.html">org.apache.ignite.ml.tree.randomforest</a> that return <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</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/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a></code></td>
 <td class="colLast"><span class="typeNameLabel">RandomForestModel.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestModel.html#getPredictionsAggregator--">getPredictionsAggregator</a></span>()</code>
 <div class="block">Returns predictions aggregator.</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/tree/randomforest/package-summary.html">org.apache.ignite.ml.tree.randomforest</a> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</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/tree/randomforest/RandomForestModel.html#RandomForestModel-java.util.List-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">RandomForestModel</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/tree/randomforest/data/RandomForestTreeModel.html" title="class in org.apache.ignite.ml.tree.randomforest.data">RandomForestTreeModel</a>&gt;&nbsp;oldModels,
                  <a href="../../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a>&nbsp;predictionsAggregator)</code>&nbsp;</td>
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