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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> |
| </div> |
| <div class="classUseContainer"> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing packages, and an explanation"> |
| <caption><span>Packages that use <a href="../../../../../../org/apache/ignite/ml/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.gmm">org.apache.ignite.ml.clustering.gmm</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Gauss Mixture Model clustering algorithm (see <a href="../../../../../../org/apache/ignite/ml/clustering/gmm/GmmModel.html" title="class in org.apache.ignite.ml.clustering.gmm"><code>GmmModel</code></a>).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition">org.apache.ignite.ml.composition</a></td> |
| <td class="colLast"> |
| <div class="block">Contains classes for ensemble of models implementation.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.bagging">org.apache.ignite.ml.composition.bagging</a></td> |
| <td class="colLast"> </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.composition.combinators.parallel">org.apache.ignite.ml.composition.combinators.parallel</a></td> |
| <td class="colLast"> |
| <div class="block">Contains parallel combiners (ensembles) of trainers and models.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.combinators.sequential">org.apache.ignite.ml.composition.combinators.sequential</a></td> |
| <td class="colLast"> |
| <div class="block">Contains sequential combinators of trainers and models.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.stacking">org.apache.ignite.ml.composition.stacking</a></td> |
| <td class="colLast"> |
| <div class="block">Contains classes used for training with stacking technique.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn">org.apache.ignite.ml.knn</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for kNN algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.ann">org.apache.ignite.ml.knn.ann</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for ANN classification algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.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.multiclass">org.apache.ignite.ml.multiclass</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various multi-classifier models and trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.naivebayes.compound">org.apache.ignite.ml.naivebayes.compound</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Compound naive Bayes classifier.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.naivebayes.discrete">org.apache.ignite.ml.naivebayes.discrete</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Bernoulli naive Bayes classifier.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.naivebayes.gaussian">org.apache.ignite.ml.naivebayes.gaussian</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Gaussian naive Bayes classifier.</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">org.apache.ignite.ml.regressions.logistic</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various logistic regressions.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <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="rowColor"> |
| <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="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.trainers">org.apache.ignite.ml.trainers</a></td> |
| <td class="colLast"> |
| <div class="block">Contains model trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree">org.apache.ignite.ml.tree</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for decision trees.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <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="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> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"> |
| <ul class="blockList"> |
| <li class="blockList"><a name="org.apache.ignite.ml.clustering.gmm"> |
| <!-- --> |
| </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/gmm/package-summary.html">org.apache.ignite.ml.clustering.gmm</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/gmm/package-summary.html">org.apache.ignite.ml.clustering.gmm</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/gmm/GmmTrainer.html" title="class in org.apache.ignite.ml.clustering.gmm">GmmTrainer</a></span></code> |
| <div class="block">Traner for GMM model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <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 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>static <I,O,M extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L><br><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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">CompositionUtils.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/CompositionUtils.html#unsafeCoerce-org.apache.ignite.ml.trainers.DatasetTrainer-">unsafeCoerce</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends M,L> trainer)</code> |
| <div class="block">Perform blurring of model type of given trainer to <code>IgniteModel<I, O></code>, where I, O are input and output |
| types of original model.</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> 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>static <I,O,M extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L><br><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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">CompositionUtils.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/CompositionUtils.html#unsafeCoerce-org.apache.ignite.ml.trainers.DatasetTrainer-">unsafeCoerce</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends M,L> trainer)</code> |
| <div class="block">Perform blurring of model type of given trainer to <code>IgniteModel<I, O></code>, where I, O are input and output |
| types of original model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.bagging"> |
| <!-- --> |
| </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/bagging/package-summary.html">org.apache.ignite.ml.composition.bagging</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 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/bagging/package-summary.html">org.apache.ignite.ml.composition.bagging</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/bagging/BaggedTrainer.html" title="class in org.apache.ignite.ml.composition.bagging">BaggedTrainer</a><L></span></code> |
| <div class="block">Trainer encapsulating logic of bootstrap aggregating (bagging).</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/composition/bagging/package-summary.html">org.apache.ignite.ml.composition.bagging</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="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html#BaggedTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-int-double-int-int-">BaggedTrainer</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>,<a href="../../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html" title="type parameter in BaggedTrainer">L</a>> tr, |
| <a href="../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> aggregator, |
| int ensembleSize, |
| double subsampleRatio, |
| int featuresVectorSize, |
| int featureSubspaceDim)</code> |
| <div class="block">Construct instance of this class with given parameters.</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,<a href="https://docs.oracle.com/javase/8/docs/api/java/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 @NotNull <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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,<a href="https://docs.oracle.com/javase/8/docs/api/java/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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,<a href="https://docs.oracle.com/javase/8/docs/api/java/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.composition.combinators.parallel"> |
| <!-- --> |
| </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/combinators/parallel/package-summary.html">org.apache.ignite.ml.composition.combinators.parallel</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/combinators/parallel/package-summary.html">org.apache.ignite.ml.composition.combinators.parallel</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/combinators/parallel/TrainersParallelComposition.html" title="class in org.apache.ignite.ml.composition.combinators.parallel">TrainersParallelComposition</a><I,O,L></span></code> |
| <div class="block">This class represents a parallel composition of trainers.</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/combinators/parallel/package-summary.html">org.apache.ignite.ml.composition.combinators.parallel</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">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <I,O,M extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,T extends <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M,L>,L><br><a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html" title="class in org.apache.ignite.ml.composition.combinators.parallel">TrainersParallelComposition</a><I,O,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainersParallelComposition.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html#of-java.util.List-">of</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><T> trainers)</code> |
| <div class="block">Create parallel composition of trainers contained in a given list.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.combinators.sequential"> |
| <!-- --> |
| </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/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 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/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</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/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">TrainersSequentialComposition</a><I,O1,O2,L></span></code> |
| <div class="block">Sequential composition of trainers.</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/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</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><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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainersSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#unsafeSimplyTyped--">unsafeSimplyTyped</a></span>()</code> |
| <div class="block">Performs coersion of this trainer to <code>DatasetTrainer<IgniteModel<I, O2>, L></code>.</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/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</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>static <I,O,L> <a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">TrainersSequentialComposition</a><I,O,O,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainersSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#ofSame-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteFunction-">ofSame</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L> tr, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</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>,? super <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><L>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><L>>> datasetMapping, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</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>,<a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>> shouldStop, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><O,I> out2In)</code> |
| <div class="block">Construct sequential composition of same trainers.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</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="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#TrainersSequentialComposition-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBiFunction-">TrainersSequentialComposition</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr1, |
| <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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr2, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</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>,? super <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>>> datasetMapping)</code> |
| <div class="block">Create sequential composition of two trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#TrainersSequentialComposition-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBiFunction-">TrainersSequentialComposition</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr1, |
| <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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr2, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</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>,? super <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>>> datasetMapping)</code> |
| <div class="block">Create sequential composition of two trainers.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#TrainersSequentialComposition-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteFunction-">TrainersSequentialComposition</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr1, |
| <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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr2, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><? super <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>>> datasetMapping)</code> |
| <div class="block">Construct sequential composition of given two trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#TrainersSequentialComposition-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteFunction-">TrainersSequentialComposition</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr1, |
| <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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr2, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><? super <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>>> datasetMapping)</code> |
| <div class="block">Construct sequential composition of given two trainers.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.stacking"> |
| <!-- --> |
| </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/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</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/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</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/stacking/SimpleStackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">SimpleStackedDatasetTrainer</a><I,O,AM extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L></span></code> |
| <div class="block"><a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers"><code>DatasetTrainer</code></a> with same type of input and output of submodels.</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/stacking/StackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedDatasetTrainer</a><IS,IA,O,AM extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><IA,O>,L></span></code> |
| <div class="block"><a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers"><code>DatasetTrainer</code></a> encapsulating stacking technique for model training.</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/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><O,AM extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,O>,L></span></code> |
| <div class="block"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking"><code>StackedDatasetTrainer</code></a> with <a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector"><code>Vector</code></a> as submodels input and output.</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/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</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><M1 extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a>>><br><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#addMatrix2MatrixTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">addMatrix2MatrixTrainer</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M1,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>> trainer)</code> |
| <div class="block">Shortcut for adding trainer <code>Matrix -> Matrix</code> where this trainer is treated as <code>Vector -> Vector</code>, where |
| input <a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector"><code>Vector</code></a> is turned into <code>1 x cols</code> <a href="../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix"><code>Matrix</code></a> and output is a first row of output <a href="../../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix"><code>Matrix</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><M1 extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>>><br><a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">SimpleStackedDatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">SimpleStackedDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.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><M1,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">L</a>> trainer)</code> |
| <div class="block">Adds submodel trainer along with converters needed on training and inference stages.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><M1 extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>>><br><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedDatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.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><M1,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>> trainer)</code> |
| <div class="block">Adds submodel trainer along with converters needed on training and inference stages.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><M1 extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>>><br><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.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><M1,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>> trainer)</code> |
| <div class="block">Adds submodel trainer along with converters needed on training and inference stages.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><M1 extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>><br><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#addTrainerWithDoubleOutput-org.apache.ignite.ml.trainers.DatasetTrainer-">addTrainerWithDoubleOutput</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M1,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>> trainer)</code> |
| <div class="block">Shortcut for adding trainer <code>Vector -> Double</code> where this trainer is treated as <code>Vector -> Vector</code>, where |
| output <a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector"><code>Vector</code></a> is constructed by wrapping double value.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedDatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html#withAggregatorTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">withAggregatorTrainer</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/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>> aggregatorTrainer)</code> |
| <div class="block">Specify aggregator trainer.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#withAggregatorTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">withAggregatorTrainer</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/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>> aggregatorTrainer)</code> |
| <div class="block">Specify aggregator trainer.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">SimpleStackedDatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">SimpleStackedDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html#withAggregatorTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">withAggregatorTrainer</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/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">L</a>> aggregatorTrainer)</code> |
| <div class="block">Specify aggregator trainer.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/composition/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</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="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html#SimpleStackedDatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-">SimpleStackedDatasetTrainer</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/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">L</a>> aggregatingTrainer, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>> aggregatingInputMerger)</code> |
| <div class="block">Construct instance of this class.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html#SimpleStackedDatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-">SimpleStackedDatasetTrainer</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/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">L</a>> aggregatingTrainer, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>> aggregatingInputMerger, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>> submodelInput2AggregatingInputConverter, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>> vector2SubmodelInputConverter, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> submodelOutput2VectorConverter)</code> |
| <div class="block">Construct instance of this class.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html#StackedDatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-org.apache.ignite.ml.math.functions.IgniteFunction-">StackedDatasetTrainer</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/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>> aggregatorTrainer, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>> aggregatingInputMerger, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>> submodelInput2AggregatingInputConverter)</code> |
| <div class="block">Constructs instance of this class.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html#StackedDatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-org.apache.ignite.ml.math.functions.IgniteFunction-java.util.List-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-">StackedDatasetTrainer</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/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>> aggregatorTrainer, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>> aggregatingInputMerger, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>> submodelInput2AggregatingInputConverter, |
| <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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>>> submodelsTrainers, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>> vector2SubmodelInputConverter, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> submodelOutput2VectorConverter)</code> |
| <div class="block">Create instance of this class.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#StackedVectorDatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">StackedVectorDatasetTrainer</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/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>> aggregatingTrainer)</code> |
| <div class="block">Constructs instance of this class.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../../org/apache/ignite/ml/composition/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</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="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html#StackedDatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-org.apache.ignite.ml.math.functions.IgniteFunction-java.util.List-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-">StackedDatasetTrainer</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/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>> aggregatorTrainer, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>> aggregatingInputMerger, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>> submodelInput2AggregatingInputConverter, |
| <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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>>> submodelsTrainers, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</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="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>> vector2SubmodelInputConverter, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> submodelOutput2VectorConverter)</code> |
| <div class="block">Create instance of this class.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a> in <a href="../../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing 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/package-summary.html">org.apache.ignite.ml.knn</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/KNNTrainer.html" title="class in org.apache.ignite.ml.knn">KNNTrainer</a><M extends <a href="../../../../../../org/apache/ignite/ml/knn/KNNModel.html" title="class in org.apache.ignite.ml.knn">KNNModel</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,Self extends <a href="../../../../../../org/apache/ignite/ml/knn/KNNTrainer.html" title="class in org.apache.ignite.ml.knn">KNNTrainer</a><M,Self>></span></code> |
| <div class="block">KNN model trader that trains model on top of distributed spatial indices.</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 classification model trader that trains model on top of distributed spatial indices.</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 regression model trader that trains model on top of distributed spatial indices.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.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/multiclass/package-summary.html">org.apache.ignite.ml.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/multiclass/package-summary.html">org.apache.ignite.ml.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/multiclass/OneVsRestTrainer.html" title="class in org.apache.ignite.ml.multiclass">OneVsRestTrainer</a><M extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></span></code> |
| <div class="block">This is a common heuristic trainer for multi-class labeled models.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes.compound"> |
| <!-- --> |
| </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/naivebayes/compound/package-summary.html">org.apache.ignite.ml.naivebayes.compound</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/naivebayes/compound/package-summary.html">org.apache.ignite.ml.naivebayes.compound</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/naivebayes/compound/CompoundNaiveBayesTrainer.html" title="class in org.apache.ignite.ml.naivebayes.compound">CompoundNaiveBayesTrainer</a></span></code> |
| <div class="block">Trainer for the compound Naive Bayes classifier model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes.discrete"> |
| <!-- --> |
| </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/naivebayes/discrete/package-summary.html">org.apache.ignite.ml.naivebayes.discrete</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/naivebayes/discrete/package-summary.html">org.apache.ignite.ml.naivebayes.discrete</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/naivebayes/discrete/DiscreteNaiveBayesTrainer.html" title="class in org.apache.ignite.ml.naivebayes.discrete">DiscreteNaiveBayesTrainer</a></span></code> |
| <div class="block">Trainer for the Discrete naive Bayes classification model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes.gaussian"> |
| <!-- --> |
| </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/naivebayes/gaussian/package-summary.html">org.apache.ignite.ml.naivebayes.gaussian</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/naivebayes/gaussian/package-summary.html">org.apache.ignite.ml.naivebayes.gaussian</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/naivebayes/gaussian/GaussianNaiveBayesTrainer.html" title="class in org.apache.ignite.ml.naivebayes.gaussian">GaussianNaiveBayesTrainer</a></span></code> |
| <div class="block">Trainer for the naive Bayes classification model.</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="https://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> 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><a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">Pipeline.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/pipeline/Pipeline.html#getTrainer--">getTrainer</a></span>()</code> |
| <div class="block">Returns trainer.</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/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">C</a>,<a href="../../../../../../org/apache/ignite/ml/pipeline/Pipeline.html" title="type parameter in Pipeline">L</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="https://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"> |
| <!-- --> |
| </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/package-summary.html">org.apache.ignite.ml.regressions.logistic</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/package-summary.html">org.apache.ignite.ml.regressions.logistic</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/LogisticRegressionSGDTrainer.html" title="class in org.apache.ignite.ml.regressions.logistic">LogisticRegressionSGDTrainer</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.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 fields, and an explanation"> |
| <caption><span>Fields in <a href="../../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a> declared as <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/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">M</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractCrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#trainer">trainer</a></span></code> |
| <div class="block">Trainer.</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/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><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">AbstractCrossValidation</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">M</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractCrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#withTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">withTrainer</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/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">M</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> trainer)</code> </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/SVMLinearClassificationTrainer.html" title="class in org.apache.ignite.ml.svm">SVMLinearClassificationTrainer</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> |
| </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/AdaptableDatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetTrainer</a><I,O,IW,OW,M extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><IW,OW>,L></span></code> |
| <div class="block">Type used to adapt input and output types of wrapped <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers"><code>DatasetTrainer</code></a>.</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/MultiLabelDatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">MultiLabelDatasetTrainer</a><M extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>></span></code> |
| <div class="block">Interface for trainers that trains on dataset with multiple label per object.</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/trainers/SingleLabelDatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">SingleLabelDatasetTrainer</a><M extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>></span></code> |
| <div class="block">Interface for trainers that trains on dataset with singe label per object.</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/trainers/package-summary.html">org.apache.ignite.ml.trainers</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>static <I,L> <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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,I>,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#identityTrainer--">identityTrainer</a></span>()</code> |
| <div class="block">Returns the trainer which returns identity model.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><L1> <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/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a>,L1></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#withConvertedLabels-org.apache.ignite.ml.math.functions.IgniteFunction-">withConvertedLabels</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><L1,<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">L</a>> new2Old)</code> |
| <div class="block">Creates <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers"><code>DatasetTrainer</code></a> with same training logic, but able to accept labels of given new type of labels.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><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/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#withEnvironmentBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-">withEnvironmentBuilder</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder)</code> |
| <div class="block">Changes learning Environment.</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/trainers/package-summary.html">org.apache.ignite.ml.trainers</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><O1,M1 extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,O1>><br><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">TrainersSequentialComposition</a><<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,O1,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">AdaptableDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html#andThen-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteFunction-">andThen</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M1,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>> tr, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetModel</a><<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">IW</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">OW</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">M</a>>,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>>>> datasetMappingProducer)</code> |
| <div class="block">Create a <a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential"><code>TrainersSequentialComposition</code></a> of this trainer and specified trainer.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <L> <a href="../../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html" title="class in org.apache.ignite.ml.composition.bagging">BaggedTrainer</a><L></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainerTransformers.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/TrainerTransformers.html#makeBagged-org.apache.ignite.ml.trainers.DatasetTrainer-int-double-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">makeBagged</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>,L> trainer, |
| int ensembleSize, |
| double subsampleRatio, |
| <a href="../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> aggregator)</code> |
| <div class="block">Add bagging logic to a given trainer.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <M extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,L><br><a href="../../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html" title="class in org.apache.ignite.ml.composition.bagging">BaggedTrainer</a><L></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainerTransformers.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/TrainerTransformers.html#makeBagged-org.apache.ignite.ml.trainers.DatasetTrainer-int-double-int-int-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">makeBagged</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M,L> trainer, |
| int ensembleSize, |
| double subsampleRatio, |
| int featureVectorSize, |
| int featuresSubspaceDim, |
| <a href="../../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> aggregator)</code> |
| <div class="block">Add bagging logic to a given trainer.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <I,O,M extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L><br><a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetTrainer</a><I,O,I,O,M,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">AdaptableDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html#of-org.apache.ignite.ml.trainers.DatasetTrainer-">of</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M,L> wrapped)</code> |
| <div class="block">Construct instance of this class from a given <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers"><code>DatasetTrainer</code></a>.</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/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="rowColor"> |
| <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> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/DecisionTreeTrainer.html" title="class in org.apache.ignite.ml.tree">DecisionTreeTrainer</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> |
| </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> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
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| <p class="legalCopy"><small><table width="100%" border="0" cellspacing=0 cellpadding=0 style="padding: 5px"> <tr> <td> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <a target=_blank href="https://ignite.apache.org"><nobr>2021 Copyright © Apache Software Foundation</nobr></a> </td> </tr> </tbody> </table> </td> <td width="100%" align="right" valign="center"> <a href="https://twitter.com/ApacheIgnite" class="twitter-follow-button" data-show-count="false" data-size="large">Follow @ApacheIgnite</a> </td> </tr> <tr> <td colspan="2" valign="top" align="left"> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <b>Ignite Database and Caching Platform</b> </td> <td>: ver. <strong>2.11.1</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>: December 20 2021 </td> </tr> </tbody> </table> </td> </tr> </table></small></p> |
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