releases/2.11.1/javadoc/org/apache/ignite/ml/dataset/impl/bootstrapping/class-use/BootstrappedDatasetPartition.html - ignite-website - Git at Google

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 <h2 title="Uses of Class org.apache.ignite.ml.dataset.impl.bootstrapping.BootstrappedDatasetPartition" class="title">Uses of Class<br>org.apache.ignite.ml.dataset.impl.bootstrapping.BootstrappedDatasetPartition</h2>
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 <caption><span>Packages that use <a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</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.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="rowColor">
 <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>
 <tr class="altColor">
 <td class="colFirst"><a href="#org.apache.ignite.ml.tree.randomforest.data.impurity">org.apache.ignite.ml.tree.randomforest.data.impurity</a></td>
 <td class="colLast">
 <div class="block">Contains implementation of impurity computers based on histograms.</div>
 </td>
 </tr>
 <tr class="rowColor">
 <td class="colFirst"><a href="#org.apache.ignite.ml.tree.randomforest.data.statistics">org.apache.ignite.ml.tree.randomforest.data.statistics</a></td>
 <td class="colLast">
 <div class="block">Contains implementation of statistics computers for Random Forest.</div>
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 <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</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 methods, and an explanation">
 <caption><span>Methods in <a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/package-summary.html">org.apache.ignite.ml.dataset.impl.bootstrapping</a> that return <a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</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>
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 <tr class="altColor">
 <td class="colFirst"><code><a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</a></code></td>
 <td class="colLast"><span class="typeNameLabel">BootstrappedDatasetBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-org.apache.ignite.ml.dataset.primitive.context.EmptyContext-">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/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.html" title="type parameter in BootstrappedDatasetBuilder">K</a>,<a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.html" title="type parameter in BootstrappedDatasetBuilder">V</a>&gt;&gt;&nbsp;upstreamData,
      long&nbsp;upstreamDataSize,
      <a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</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>
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 <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</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>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/package-summary.html">org.apache.ignite.ml.tree.randomforest</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</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 boolean</code></td>
 <td class="colLast"><span class="typeNameLabel">RandomForestClassifierTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestClassifierTrainer.html#init-org.apache.ignite.ml.dataset.Dataset-">init</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a>&lt;<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>,<a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</a>&gt;&nbsp;dataset)</code>
 <div class="block">Aggregates all unique labels from dataset and assigns integer id value for each label.</div>
 </td>
 </tr>
 <tr class="rowColor">
 <td class="colFirst"><code>protected boolean</code></td>
 <td class="colLast"><span class="typeNameLabel">RandomForestTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestTrainer.html#init-org.apache.ignite.ml.dataset.Dataset-">init</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a>&lt;<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>,<a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</a>&gt;&nbsp;dataset)</code>
 <div class="block">Init-step before learning.</div>
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 <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</a> in <a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/package-summary.html">org.apache.ignite.ml.tree.randomforest.data.impurity</a></h3>
 <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation">
 <caption><span>Method parameters in <a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/package-summary.html">org.apache.ignite.ml.tree.randomforest.data.impurity</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</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/Map.html?is-external=true" title="class or interface in java.util">Map</a>&lt;<a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/NodeId.html" title="class in org.apache.ignite.ml.tree.randomforest.data">NodeId</a>,<a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityHistogramsComputer.NodeImpurityHistograms.html" title="class in org.apache.ignite.ml.tree.randomforest.data.impurity">ImpurityHistogramsComputer.NodeImpurityHistograms</a>&lt;<a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityHistogramsComputer.html" title="type parameter in ImpurityHistogramsComputer">S</a>&gt;&gt;</code></td>
 <td class="colLast"><span class="typeNameLabel">ImpurityHistogramsComputer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityHistogramsComputer.html#aggregateImpurityStatistics-java.util.ArrayList-java.util.Map-java.util.Map-org.apache.ignite.ml.dataset.Dataset-">aggregateImpurityStatistics</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</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;roots,
                            <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</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/dataset/feature/BucketMeta.html" title="class in org.apache.ignite.ml.dataset.feature">BucketMeta</a>&gt;&nbsp;histMeta,
                            <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a>&lt;<a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/NodeId.html" title="class in org.apache.ignite.ml.tree.randomforest.data">NodeId</a>,<a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/TreeNode.html" title="class in org.apache.ignite.ml.tree.randomforest.data">TreeNode</a>&gt;&nbsp;nodesToLearn,
                            <a href="../../../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a>&lt;<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>,<a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</a>&gt;&nbsp;dataset)</code>
 <div class="block">Computes histograms for each feature.</div>
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 <h3>Uses of <a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</a> in <a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/statistics/package-summary.html">org.apache.ignite.ml.tree.randomforest.data.statistics</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/data/statistics/package-summary.html">org.apache.ignite.ml.tree.randomforest.data.statistics</a> with parameters of type <a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</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/tree/randomforest/data/statistics/NormalDistributionStatistics.html" title="class in org.apache.ignite.ml.tree.randomforest.data.statistics">NormalDistributionStatistics</a>&gt;</code></td>
 <td class="colLast"><span class="typeNameLabel">NormalDistributionStatisticsComputer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/statistics/NormalDistributionStatisticsComputer.html#computeStatsOnPartition-org.apache.ignite.ml.dataset.impl.bootstrapping.BootstrappedDatasetPartition-java.util.List-">computeStatsOnPartition</a></span>(<a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</a>&nbsp;part,
                        <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/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a>&gt;&nbsp;meta)</code>
 <div class="block">Aggregates normal distribution statistics for continual features in dataset partition.</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/tree/randomforest/data/statistics/package-summary.html">org.apache.ignite.ml.tree.randomforest.data.statistics</a> with type arguments of type <a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</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/tree/randomforest/data/statistics/NormalDistributionStatistics.html" title="class in org.apache.ignite.ml.tree.randomforest.data.statistics">NormalDistributionStatistics</a>&gt;</code></td>
 <td class="colLast"><span class="typeNameLabel">NormalDistributionStatisticsComputer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/statistics/NormalDistributionStatisticsComputer.html#computeStatistics-java.util.List-org.apache.ignite.ml.dataset.Dataset-">computeStatistics</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/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a>&gt;&nbsp;meta,
                  <a href="../../../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a>&lt;<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>,<a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</a>&gt;&nbsp;dataset)</code>
 <div class="block">Computes statistics of normal distribution on features in dataset.</div>
 </td>
 </tr>
 <tr class="rowColor">
 <td class="colFirst"><code>void</code></td>
 <td class="colLast"><span class="typeNameLabel">LeafValuesComputer.</span><code><span class="memberNameLink"><a href="../../../../../../../../org/apache/ignite/ml/tree/randomforest/data/statistics/LeafValuesComputer.html#setValuesForLeaves-java.util.ArrayList-org.apache.ignite.ml.dataset.Dataset-">setValuesForLeaves</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</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;roots,
                   <a href="../../../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a>&lt;<a href="../../../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>,<a href="../../../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetPartition.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedDatasetPartition</a>&gt;&nbsp;dataset)</code>
 <div class="block">Takes a list of all built trees and in one map-reduceImpurityStatistics step collect statistics for evaluating
  leaf-values for each tree and sets values for leaves.</div>
 </td>
 </tr>
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