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| <h2 title="Uses of Class org.apache.ignite.ml.trainers.DatasetTrainer" class="title">Uses of Class<br>org.apache.ignite.ml.trainers.DatasetTrainer</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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</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.clustering.kmeans">org.apache.ignite.ml.clustering.kmeans</a></td> |
| <td class="colLast"> |
| <div class="block">Contains kMeans clustering algorithm.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.boosting">org.apache.ignite.ml.composition.boosting</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Gradient Boosting regression and classification abstract classes |
| allowing regressor type selecting in child classes.</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.classification">org.apache.ignite.ml.knn.classification</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for kNN classification algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.regression">org.apache.ignite.ml.knn.regression</a></td> |
| <td class="colLast"> |
| <div class="block">Contains helper classes for kNN regression algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.nn">org.apache.ignite.ml.nn</a></td> |
| <td class="colLast"> |
| <div class="block">Contains neural networks and related classes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.pipeline">org.apache.ignite.ml.pipeline</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Pipeline API.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.regressions.linear">org.apache.ignite.ml.regressions.linear</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various linear regressions.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.regressions.logistic.binomial">org.apache.ignite.ml.regressions.logistic.binomial</a></td> |
| <td class="colLast"> |
| <div class="block">Contains binomial logistic regression.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.regressions.logistic.multiclass">org.apache.ignite.ml.regressions.logistic.multiclass</a></td> |
| <td class="colLast"> |
| <div class="block">Contains multi-class logistic regression.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.selection.cv">org.apache.ignite.ml.selection.cv</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for cross-validation algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.svm">org.apache.ignite.ml.svm</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for SVM(support vector machines) algorithms.</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">org.apache.ignite.ml.tree</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for decision trees.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.boosting">org.apache.ignite.ml.tree.boosting</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementation of gradient boosting on trees.</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> |
| </li> |
| <li class="blockList"> |
| <ul class="blockList"> |
| <li class="blockList"><a name="org.apache.ignite.ml.clustering.kmeans"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansTrainer.html" title="class in org.apache.ignite.ml.clustering.kmeans">KMeansTrainer</a></span></code> |
| <div class="block">The trainer for KMeans algorithm.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</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 subclasses, and an explanation"> |
| <caption><span>Subclasses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/BaggingModelTrainer.html" title="class in org.apache.ignite.ml.composition">BaggingModelTrainer</a></span></code> |
| <div class="block">Abstract trainer implementing bagging logic.</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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</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>protected abstract <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<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="http://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="http://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">BaggingModelTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/BaggingModelTrainer.html#buildDatasetTrainerForModel--">buildDatasetTrainerForModel</a></span>()</code> |
| <div class="block">Creates trainer specific to ensemble.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.boosting"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBBinaryClassifierTrainer.html" title="class in org.apache.ignite.ml.composition.boosting">GDBBinaryClassifierTrainer</a></span></code> |
| <div class="block">Trainer for binary classifier using Gradient Boosting.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBRegressionTrainer.html" title="class in org.apache.ignite.ml.composition.boosting">GDBRegressionTrainer</a></span></code> |
| <div class="block">Trainer for regressor using Gradient Boosting.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.html" title="class in org.apache.ignite.ml.composition.boosting">GDBTrainer</a></span></code> |
| <div class="block">Abstract Gradient Boosting trainer.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <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/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> with type parameters of type <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</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>protected <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<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="http://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="http://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">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#baseMdlTrainerBuilder">baseMdlTrainerBuilder</a></span></code> |
| <div class="block">Base model trainer builder.</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/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> that return <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</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>protected abstract <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<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="http://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="http://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">GDBTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.html#buildBaseModelTrainer--">buildBaseModelTrainer</a></span>()</code> |
| <div class="block">Returns regressor model trainer for one step of GDB.</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/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</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/composition/boosting/GDBLearningStrategy.html" title="class in org.apache.ignite.ml.composition.boosting">GDBLearningStrategy</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#withBaseModelTrainerBuilder-org.apache.ignite.ml.math.functions.IgniteSupplier-">withBaseModelTrainerBuilder</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<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="http://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="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>> buildBaseMdlTrainer)</code> |
| <div class="block">Sets base model builder.</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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</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 subclasses, and an explanation"> |
| <caption><span>Subclasses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationTrainer.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationTrainer</a></span></code> |
| <div class="block">ANN algorithm trainer to solve multi-class classification task.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.classification"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/knn/classification/package-summary.html">org.apache.ignite.ml.knn.classification</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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/knn/classification/package-summary.html">org.apache.ignite.ml.knn.classification</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationTrainer.html" title="class in org.apache.ignite.ml.knn.classification">KNNClassificationTrainer</a></span></code> |
| <div class="block">kNN algorithm trainer to solve multi-class classification task.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.regression"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/knn/regression/package-summary.html">org.apache.ignite.ml.knn.regression</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing subclasses, and an explanation"> |
| <caption><span>Subclasses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/knn/regression/package-summary.html">org.apache.ignite.ml.knn.regression</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/regression/KNNRegressionTrainer.html" title="class in org.apache.ignite.ml.knn.regression">KNNRegressionTrainer</a></span></code> |
| <div class="block">kNN algorithm trainer to solve regression task.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.nn"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing subclasses, and an explanation"> |
| <caption><span>Subclasses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/nn/MLPTrainer.html" title="class in org.apache.ignite.ml.nn">MLPTrainer</a><P extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>></span></code> |
| <div class="block">Multilayer perceptron trainer based on partition based <a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset"><code>Dataset</code></a>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.pipeline"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</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/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</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/pipeline/Pipeline.html" title="class in org.apache.ignite.ml.pipeline">Pipeline</a><<a href="../../../../../../org/apache/ignite/ml/pipeline/Pipeline.html" title="type parameter in Pipeline">K</a>,<a href="../../../../../../org/apache/ignite/ml/pipeline/Pipeline.html" title="type parameter in Pipeline">V</a>,<a href="../../../../../../org/apache/ignite/ml/pipeline/Pipeline.html" title="type parameter in Pipeline">R</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">Pipeline.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/pipeline/Pipeline.html#addTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">addTrainer</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> trainer)</code> |
| <div class="block">Adds a trainer.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.regressions.linear"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/regressions/linear/package-summary.html">org.apache.ignite.ml.regressions.linear</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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/regressions/linear/package-summary.html">org.apache.ignite.ml.regressions.linear</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionLSQRTrainer.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionLSQRTrainer</a></span></code> |
| <div class="block">Trainer of the linear regression model based on LSQR algorithm.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionSGDTrainer.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionSGDTrainer</a><P extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>></span></code> |
| <div class="block">Trainer of the linear regression model based on stochastic gradient descent algorithm.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.regressions.logistic.binomial"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/package-summary.html">org.apache.ignite.ml.regressions.logistic.binomial</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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/package-summary.html">org.apache.ignite.ml.regressions.logistic.binomial</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/regressions/logistic/binomial/LogisticRegressionSGDTrainer.html" title="class in org.apache.ignite.ml.regressions.logistic.binomial">LogisticRegressionSGDTrainer</a><P extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>></span></code> |
| <div class="block">Trainer of the logistic regression model based on stochastic gradient descent algorithm.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.regressions.logistic.multiclass"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/package-summary.html">org.apache.ignite.ml.regressions.logistic.multiclass</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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/package-summary.html">org.apache.ignite.ml.regressions.logistic.multiclass</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/LogRegressionMultiClassTrainer.html" title="class in org.apache.ignite.ml.regressions.logistic.multiclass">LogRegressionMultiClassTrainer</a><P extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>></span></code> |
| <div class="block">All common parameters are shared with bunch of binary classification trainers.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.selection.cv"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</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/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</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>double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">CrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#score-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.selection.scoring.metric.Metric-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-int-">score</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> trainer, |
| <a href="../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> scoreCalculator, |
| <a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> upstreamCache, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> lbExtractor, |
| int cv)</code> |
| <div class="block">Computes cross-validated metrics.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">CrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#score-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.selection.scoring.metric.Metric-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-int-">score</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> trainer, |
| <a href="../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> scoreCalculator, |
| <a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> upstreamCache, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> filter, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> lbExtractor, |
| int cv)</code> |
| <div class="block">Computes cross-validated metrics.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidationResult.html" title="class in org.apache.ignite.ml.selection.cv">CrossValidationResult</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">CrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#score-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.selection.scoring.metric.Metric-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-int-org.apache.ignite.ml.selection.paramgrid.ParamGrid-">score</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> trainer, |
| <a href="../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> scoreCalculator, |
| <a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> upstreamCache, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> filter, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> lbExtractor, |
| int cv, |
| <a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/ParamGrid.html" title="class in org.apache.ignite.ml.selection.paramgrid">ParamGrid</a> paramGrid)</code> |
| <div class="block">Computes cross-validated metrics with a passed parameter grid.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">CrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#score-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.selection.scoring.metric.Metric-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.selection.split.mapper.UniformMapper-int-">score</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> trainer, |
| <a href="../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> scoreCalculator, |
| <a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> upstreamCache, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> filter, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> lbExtractor, |
| <a href="../../../../../../org/apache/ignite/ml/selection/split/mapper/UniformMapper.html" title="interface in org.apache.ignite.ml.selection.split.mapper">UniformMapper</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> mapper, |
| int cv)</code> |
| <div class="block">Computes cross-validated metrics.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">CrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#score-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.selection.scoring.metric.Metric-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-int-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-int-">score</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> trainer, |
| <a href="../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> scoreCalculator, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> upstreamMap, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> filter, |
| int parts, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> lbExtractor, |
| int cv)</code> |
| <div class="block">Computes cross-validated metrics.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">CrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#score-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.selection.scoring.metric.Metric-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-int-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.selection.split.mapper.UniformMapper-int-">score</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> trainer, |
| <a href="../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> scoreCalculator, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> upstreamMap, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> filter, |
| int parts, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> lbExtractor, |
| <a href="../../../../../../org/apache/ignite/ml/selection/split/mapper/UniformMapper.html" title="interface in org.apache.ignite.ml.selection.split.mapper">UniformMapper</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> mapper, |
| int cv)</code> |
| <div class="block">Computes cross-validated metrics.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">CrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#score-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.selection.scoring.metric.Metric-java.util.Map-int-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-int-">score</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> trainer, |
| <a href="../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> scoreCalculator, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>> upstreamMap, |
| int parts, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">L</a>> lbExtractor, |
| int cv)</code> |
| <div class="block">Computes cross-validated metrics.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.svm"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/svm/package-summary.html">org.apache.ignite.ml.svm</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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/svm/package-summary.html">org.apache.ignite.ml.svm</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/svm/SVMLinearBinaryClassificationTrainer.html" title="class in org.apache.ignite.ml.svm">SVMLinearBinaryClassificationTrainer</a></span></code> |
| <div class="block">Base class for a soft-margin SVM linear classification trainer based on the communication-efficient distributed dual |
| coordinate ascent algorithm (CoCoA) with hinge-loss function.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/svm/SVMLinearMultiClassClassificationTrainer.html" title="class in org.apache.ignite.ml.svm">SVMLinearMultiClassClassificationTrainer</a></span></code> |
| <div class="block">Base class for a soft-margin SVM linear multiclass-classification trainer based on the communication-efficient |
| distributed dual coordinate ascent algorithm (CoCoA) with hinge-loss function.</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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</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 subclasses, and an explanation"> |
| <caption><span>Subclasses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/MultiLabelDatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">MultiLabelDatasetTrainer</a><M extends <a href="../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>></span></code> |
| <div class="block">Interface for trainers that trains on dataset with multiple label per object.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/SingleLabelDatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">SingleLabelDatasetTrainer</a><M extends <a href="../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>></span></code> |
| <div class="block">Interface for trainers that trains on dataset with singe label per object.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/tree/package-summary.html">org.apache.ignite.ml.tree</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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/tree/package-summary.html">org.apache.ignite.ml.tree</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/DecisionTree.html" title="class in org.apache.ignite.ml.tree">DecisionTree</a><T extends <a href="../../../../../../org/apache/ignite/ml/tree/impurity/ImpurityMeasure.html" title="interface in org.apache.ignite.ml.tree.impurity">ImpurityMeasure</a><T>></span></code> |
| <div class="block">Distributed decision tree trainer that allows to fit trees using row-partitioned dataset.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/DecisionTreeClassificationTrainer.html" title="class in org.apache.ignite.ml.tree">DecisionTreeClassificationTrainer</a></span></code> |
| <div class="block">Decision tree classifier based on distributed decision tree trainer that allows to fit trees using row-partitioned |
| dataset.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/DecisionTreeRegressionTrainer.html" title="class in org.apache.ignite.ml.tree">DecisionTreeRegressionTrainer</a></span></code> |
| <div class="block">Decision tree regressor based on distributed decision tree trainer that allows to fit trees using row-partitioned |
| dataset.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree.boosting"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/tree/boosting/package-summary.html">org.apache.ignite.ml.tree.boosting</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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/tree/boosting/package-summary.html">org.apache.ignite.ml.tree.boosting</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/boosting/GDBBinaryClassifierOnTreesTrainer.html" title="class in org.apache.ignite.ml.tree.boosting">GDBBinaryClassifierOnTreesTrainer</a></span></code> |
| <div class="block">Implementation of Gradient Boosting Classifier Trainer on trees.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/boosting/GDBRegressionOnTreesTrainer.html" title="class in org.apache.ignite.ml.tree.boosting">GDBRegressionOnTreesTrainer</a></span></code> |
| <div class="block">Implementation of Gradient Boosting Regression Trainer on trees.</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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</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 subclasses, and an explanation"> |
| <caption><span>Subclasses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/tree/randomforest/package-summary.html">org.apache.ignite.ml.tree.randomforest</a></span><span class="tabEnd"> </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 </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestClassifierTrainer.html" title="class in org.apache.ignite.ml.tree.randomforest">RandomForestClassifierTrainer</a></span></code> |
| <div class="block">Classifier trainer based on RandomForest algorithm.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestRegressionTrainer.html" title="class in org.apache.ignite.ml.tree.randomforest">RandomForestRegressionTrainer</a></span></code> |
| <div class="block">Regression trainer based on RandomForest algorithm.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestTrainer.html" title="class in org.apache.ignite.ml.tree.randomforest">RandomForestTrainer</a><L,S extends <a href="../../../../../../org/apache/ignite/ml/tree/randomforest/data/impurity/ImpurityComputer.html" title="interface in org.apache.ignite.ml.tree.randomforest.data.impurity">ImpurityComputer</a><<a href="../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedVector.html" title="class in org.apache.ignite.ml.dataset.impl.bootstrapping">BootstrappedVector</a>,S>,T extends <a href="../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestTrainer.html" title="class in org.apache.ignite.ml.tree.randomforest">RandomForestTrainer</a><L,S,T>></span></code> |
| <div class="block">Class represents a realization of Random Forest algorithm.</div> |
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