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| <h2 title="Uses of Class org.apache.ignite.ml.dataset.feature.FeatureMeta" class="title">Uses of Class<br>org.apache.ignite.ml.dataset.feature.FeatureMeta</h2> |
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| <div class="classUseContainer"> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing packages, and an explanation"> |
| <caption><span>Packages that use <a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a></span><span class="tabEnd"> </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.feature">org.apache.ignite.ml.dataset.feature</a></td> |
| <td class="colLast"> |
| <div class="block">Package for helper classes over features such as <a href="../../../../../../../org/apache/ignite/ml/dataset/feature/ObjectHistogram.html" title="class in org.apache.ignite.ml.dataset.feature"><code>ObjectHistogram</code></a> or |
| <a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature"><code>FeatureMeta</code></a>.</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">org.apache.ignite.ml.tree.randomforest.data</a></td> |
| <td class="colLast"> |
| <div class="block">Package contains helper data structures for random forest implementation.</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> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"> |
| <ul class="blockList"> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.feature"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a> in <a href="../../../../../../../org/apache/ignite/ml/dataset/feature/package-summary.html">org.apache.ignite.ml.dataset.feature</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/package-summary.html">org.apache.ignite.ml.dataset.feature</a> that return <a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a></span><span class="tabEnd"> </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/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">BucketMeta.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/dataset/feature/BucketMeta.html#getFeatureMeta--">getFeatureMeta</a></span>()</code> </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/dataset/feature/package-summary.html">org.apache.ignite.ml.dataset.feature</a> with parameters of type <a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a></span><span class="tabEnd"> </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/dataset/feature/BucketMeta.html#BucketMeta-org.apache.ignite.ml.dataset.feature.FeatureMeta-">BucketMeta</a></span>(<a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a> featureMeta)</code> |
| <div class="block">Creates an instance of BucketMeta.</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/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</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/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestTrainer.html" title="type parameter in RandomForestTrainer">T</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">RandomForestTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestTrainer.html#withFeaturesCountSelectionStrgy-java.util.function.Function-">withFeaturesCountSelectionStrgy</a></span>(<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><<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><<a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a>>,<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>> strgy)</code> </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/tree/randomforest/package-summary.html">org.apache.ignite.ml.tree.randomforest</a> with type arguments of type <a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a></span><span class="tabEnd"> </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/RandomForestClassifierTrainer.html#RandomForestClassifierTrainer-java.util.List-">RandomForestClassifierTrainer</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><<a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a>> meta)</code> |
| <div class="block">Constructs an instance of RandomForestClassifierTrainer.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestRegressionTrainer.html#RandomForestRegressionTrainer-java.util.List-">RandomForestRegressionTrainer</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><<a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a>> meta)</code> |
| <div class="block">Constructs an instance of RandomForestRegressionTrainer.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestTrainer.html#RandomForestTrainer-java.util.List-">RandomForestTrainer</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><<a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a>> meta)</code> |
| <div class="block">Create an instance of RandomForestTrainer.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree.randomforest.data"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a> in <a href="../../../../../../../org/apache/ignite/ml/tree/randomforest/data/package-summary.html">org.apache.ignite.ml.tree.randomforest.data</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/tree/randomforest/data/package-summary.html">org.apache.ignite.ml.tree.randomforest.data</a> with type parameters of type <a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a></span><span class="tabEnd"> </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>static <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<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><<a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a>>,<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>></code></td> |
| <td class="colLast"><span class="typeNameLabel">FeaturesCountSelectionStrategies.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/tree/randomforest/data/FeaturesCountSelectionStrategies.html#ALL">ALL</a></span></code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<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><<a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a>>,<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>></code></td> |
| <td class="colLast"><span class="typeNameLabel">FeaturesCountSelectionStrategies.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/tree/randomforest/data/FeaturesCountSelectionStrategies.html#LOG2">LOG2</a></span></code> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<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><<a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a>>,<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>></code></td> |
| <td class="colLast"><span class="typeNameLabel">FeaturesCountSelectionStrategies.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/tree/randomforest/data/FeaturesCountSelectionStrategies.html#ONE_THIRD">ONE_THIRD</a></span></code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<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><<a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a>>,<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>></code></td> |
| <td class="colLast"><span class="typeNameLabel">FeaturesCountSelectionStrategies.</span><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/tree/randomforest/data/FeaturesCountSelectionStrategies.html#SQRT">SQRT</a></span></code> </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree.randomforest.data.statistics"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</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>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/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a></span><span class="tabEnd"> </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><<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>></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><<a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a>> meta, |
| <a href="../../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><<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>> dataset)</code> |
| <div class="block">Computes statistics of normal distribution on features in dataset.</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><<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>></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> 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><<a href="../../../../../../../org/apache/ignite/ml/dataset/feature/FeatureMeta.html" title="class in org.apache.ignite.ml.dataset.feature">FeatureMeta</a>> meta)</code> |
| <div class="block">Aggregates normal distribution statistics for continual features in dataset partition.</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><<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>></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#reduceStats-java.util.List-java.util.List-java.util.List-">reduceStats</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><<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>> left, |
| <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><<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>> right, |
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| <div class="block">Merges statistics on features from two partitions.</div> |
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