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| <h2 title="Uses of Interface org.apache.ignite.ml.Model" class="title">Uses of Interface<br>org.apache.ignite.ml.Model</h2> |
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| <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/Model.html" title="interface in org.apache.ignite.ml">Model</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">org.apache.ignite.ml</a></td> |
| <td class="colLast"> |
| <div class="block">Root ML package.</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.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="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.environment.logging">org.apache.ignite.ml.environment.logging</a></td> |
| <td class="colLast"> |
| <div class="block">Package contains several logging strategy realisations.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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="altColor"> |
| <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="rowColor"> |
| <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="altColor"> |
| <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="rowColor"> |
| <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="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.optimization">org.apache.ignite.ml.optimization</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementations of optimization algorithms and related classes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.pipeline">org.apache.ignite.ml.pipeline</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Pipeline API.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.regressions.linear">org.apache.ignite.ml.regressions.linear</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various linear regressions.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.regressions.logistic.binomial">org.apache.ignite.ml.regressions.logistic.binomial</a></td> |
| <td class="colLast"> |
| <div class="block">Contains binomial logistic regression.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.regressions.logistic.multiclass">org.apache.ignite.ml.regressions.logistic.multiclass</a></td> |
| <td class="colLast"> |
| <div class="block">Contains multi-class logistic regression.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.selection.cv">org.apache.ignite.ml.selection.cv</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for cross-validation algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.selection.scoring.cursor">org.apache.ignite.ml.selection.scoring.cursor</a></td> |
| <td class="colLast"> |
| <div class="block">Util classes used for score calculation.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.selection.scoring.evaluator">org.apache.ignite.ml.selection.scoring.evaluator</a></td> |
| <td class="colLast"> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.svm">org.apache.ignite.ml.svm</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for SVM(support vector machines) algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.trainers">org.apache.ignite.ml.trainers</a></td> |
| <td class="colLast"> |
| <div class="block">Contains model trainers.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree">org.apache.ignite.ml.tree</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for decision trees.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.boosting">org.apache.ignite.ml.tree.boosting</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementation of gradient boosting on trees.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.randomforest.data">org.apache.ignite.ml.tree.randomforest.data</a></td> |
| <td class="colLast"> |
| <div class="block">Package contains helper data structures for random forest implementation.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"> |
| <ul class="blockList"> |
| <li class="blockList"><a name="org.apache.ignite.ml"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/package-summary.html">org.apache.ignite.ml</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/package-summary.html">org.apache.ignite.ml</a> that return <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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>default <X,W> <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/Model.html" title="type parameter in Model">T</a>,X></code></td> |
| <td class="colLast"><span class="typeNameLabel">Model.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/Model.html#combine-org.apache.ignite.ml.Model-java.util.function.BiFunction-">combine</a></span>(<a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/Model.html" title="type parameter in Model">T</a>,W> other, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/function/BiFunction.html?is-external=true" title="class or interface in java.util.function">BiFunction</a><<a href="../../../../../org/apache/ignite/ml/Model.html" title="type parameter in Model">V</a>,W,X> combiner)</code> |
| <div class="block">Combines this model with other model via specified combiner</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/package-summary.html">org.apache.ignite.ml</a> with parameters of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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>default <X,W> <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/Model.html" title="type parameter in Model">T</a>,X></code></td> |
| <td class="colLast"><span class="typeNameLabel">Model.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/Model.html#combine-org.apache.ignite.ml.Model-java.util.function.BiFunction-">combine</a></span>(<a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/Model.html" title="type parameter in Model">T</a>,W> other, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/function/BiFunction.html?is-external=true" title="class or interface in java.util.function">BiFunction</a><<a href="../../../../../org/apache/ignite/ml/Model.html" title="type parameter in Model">V</a>,W,X> combiner)</code> |
| <div class="block">Combines this model with other model via specified combiner</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/Model.html" title="interface in org.apache.ignite.ml">Model</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Interface and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>interface </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/kmeans/Clusterer.html" title="interface in org.apache.ignite.ml.clustering.kmeans">Clusterer</a><P,M extends <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>></span></code> |
| <div class="block">Base interface for clusterers.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing subinterfaces, and an explanation"> |
| <caption><span>Subinterfaces of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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">Interface and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>interface </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/kmeans/ClusterizationModel.html" title="interface in org.apache.ignite.ml.clustering.kmeans">ClusterizationModel</a><P,V></span></code> |
| <div class="block">Base interface for all clusterization models.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/KMeansModel.html" title="class in org.apache.ignite.ml.clustering.kmeans">KMeansModel</a></span></code> |
| <div class="block">This class encapsulates result of clusterization by 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/Model.html" title="interface in org.apache.ignite.ml">Model</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/ModelOnFeaturesSubspace.html" title="class in org.apache.ignite.ml.composition">ModelOnFeaturesSubspace</a></span></code> |
| <div class="block">Model trained on a features subspace with mapping from original features space to subspace.</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/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a></span></code> |
| <div class="block">Model consisting of several models and prediction aggregation strategy.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a> that return <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">ModelOnFeaturesSubspace.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/ModelOnFeaturesSubspace.html#getMdl--">getMdl</a></span>()</code> |
| <div class="block">Returns 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> that return types with arguments of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected abstract <a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">BaggingModelTrainer.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/BaggingModelTrainer.html#buildDatasetTrainerForModel--">buildDatasetTrainerForModel</a></span>()</code> |
| <div class="block">Creates trainer specific to ensemble.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="http://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/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">ModelsComposition.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/ModelsComposition.html#getModels--">getModels</a></span>()</code> |
| <div class="block">Returns containing models.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="http://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/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">ModelsCompositionFormat.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/ModelsCompositionFormat.html#models--">models</a></span>()</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a> with type arguments of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/ModelsComposition.html#ModelsComposition-java.util.List-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">ModelsComposition</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><? extends <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>> models, |
| <a href="../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> predictionsAggregator)</code> |
| <div class="block">Constructs a new instance of composition of models.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/ModelsCompositionFormat.html#ModelsCompositionFormat-java.util.List-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">ModelsCompositionFormat</a></span>(<a href="http://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/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>> models, |
| <a href="../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> predictionsAggregator)</code> |
| <div class="block">Creates an instance of ModelsCompositionFormat.</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/Model.html" title="interface in org.apache.ignite.ml">Model</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBTrainer.GDBModel</a></span></code> |
| <div class="block">GDB model.</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/Model.html" title="interface in org.apache.ignite.ml">Model</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Field and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#baseMdlTrainerBuilder">baseMdlTrainerBuilder</a></span></code> |
| <div class="block">Base model trainer builder.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> that return types with arguments of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected abstract <a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBTrainer.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.html#buildBaseModelTrainer--">buildBaseModelTrainer</a></span>()</code> |
| <div class="block">Returns regressor model trainer for one step of GDB.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <a href="http://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/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#initLearningState-org.apache.ignite.ml.composition.boosting.GDBTrainer.GDBModel-">initLearningState</a></span>(<a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBTrainer.GDBModel</a> mdlToUpdate)</code> |
| <div class="block">Restores state of already learned model if can and sets learning parameters according to this state.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="http://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/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#learnModels-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">learnModels</a></span>(<a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Implementation of gradient boosting iterations.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="http://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/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#update-org.apache.ignite.ml.composition.boosting.GDBTrainer.GDBModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">update</a></span>(<a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBTrainer.GDBModel</a> mdlToUpdate, |
| <a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, compare it with training parameters of trainer and if they are fit then |
| trainer updates model in according to new data and return new 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>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/Model.html" title="interface in org.apache.ignite.ml">Model</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html" title="class in org.apache.ignite.ml.composition.boosting">GDBLearningStrategy</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#withBaseModelTrainerBuilder-org.apache.ignite.ml.math.functions.IgniteSupplier-">withBaseModelTrainerBuilder</a></span>(<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>> buildBaseMdlTrainer)</code> |
| <div class="block">Sets base model builder.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <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/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> with type arguments of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/boosting/GDBTrainer.GDBModel.html#GDBModel-java.util.List-org.apache.ignite.ml.composition.predictionsaggregator.WeightedPredictionsAggregator-org.apache.ignite.ml.math.functions.IgniteFunction-">GDBModel</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><? extends <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>> models, |
| <a href="../../../../../org/apache/ignite/ml/composition/predictionsaggregator/WeightedPredictionsAggregator.html" title="class in org.apache.ignite.ml.composition.predictionsaggregator">WeightedPredictionsAggregator</a> predictionsAggregator, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> internalToExternalLblMapping)</code> |
| <div class="block">Creates an instance of GDBModel.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.environment.logging"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/environment/logging/package-summary.html">org.apache.ignite.ml.environment.logging</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/environment/logging/package-summary.html">org.apache.ignite.ml.environment.logging</a> that return <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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><K,V> <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.Model-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">CustomMLLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/CustomMLLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.Model-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">NoOpLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/NoOpLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.Model-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">ConsoleLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/ConsoleLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.Model-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</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/environment/logging/package-summary.html">org.apache.ignite.ml.environment.logging</a> with parameters of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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><K,V> <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.Model-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">CustomMLLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/CustomMLLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.Model-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">NoOpLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/NoOpLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.Model-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">ConsoleLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/ConsoleLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.Model-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/NNClassificationModel.html" title="class in org.apache.ignite.ml.knn">NNClassificationModel</a></span></code> |
| <div class="block">Common methods and fields for all kNN and aNN models |
| to predict label based on neighbours' labels.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.ann"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/ANNClassificationModel.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationModel</a></span></code> |
| <div class="block">ANN model to predict labels in multi-class classification task.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.classification"> |
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| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/knn/classification/package-summary.html">org.apache.ignite.ml.knn.classification</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/KNNClassificationModel.html" title="class in org.apache.ignite.ml.knn.classification">KNNClassificationModel</a></span></code> |
| <div class="block">kNN algorithm model to solve multi-class classification task.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.regression"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/knn/regression/package-summary.html">org.apache.ignite.ml.knn.regression</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/KNNRegressionModel.html" title="class in org.apache.ignite.ml.knn.regression">KNNRegressionModel</a></span></code> |
| <div class="block">This class provides kNN Multiple Linear Regression or Locally [weighted] regression (Simple and Weighted versions).</div> |
| </td> |
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| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a></span></code> |
| <div class="block">Class encapsulating logic of multilayer perceptron.</div> |
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| <li class="blockList"><a name="org.apache.ignite.ml.optimization"> |
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| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/optimization/package-summary.html">org.apache.ignite.ml.optimization</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing subinterfaces, and an explanation"> |
| <caption><span>Subinterfaces of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/optimization/package-summary.html">org.apache.ignite.ml.optimization</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Interface and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>interface </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/optimization/SmoothParametrized.html" title="interface in org.apache.ignite.ml.optimization">SmoothParametrized</a><M extends <a href="../../../../../org/apache/ignite/ml/optimization/Parametrized.html" title="interface in org.apache.ignite.ml.optimization">Parametrized</a><M>></span></code> |
| <div class="block">Interface for models which are smooth functions of their parameters.</div> |
| </td> |
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| </table> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/pipeline/PipelineMdl.html" title="class in org.apache.ignite.ml.pipeline">PipelineMdl</a><K,V></span></code> |
| <div class="block">Wraps the model produced by <a href="../../../../../org/apache/ignite/ml/pipeline/Pipeline.html" title="class in org.apache.ignite.ml.pipeline"><code>Pipeline</code></a>.</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> that return <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">PipelineMdl.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html#getInternalMdl--">getInternalMdl</a></span>()</code> </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/Model.html" title="interface in org.apache.ignite.ml">Model</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/PipelineMdl.html" title="class in org.apache.ignite.ml.pipeline">PipelineMdl</a><<a href="../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="type parameter in PipelineMdl">K</a>,<a href="../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="type parameter in PipelineMdl">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">PipelineMdl.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html#withInternalMdl-org.apache.ignite.ml.Model-">withInternalMdl</a></span>(<a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> internalMdl)</code> </td> |
| </tr> |
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| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.regressions.linear"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/regressions/linear/package-summary.html">org.apache.ignite.ml.regressions.linear</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a></span></code> |
| <div class="block">Simple linear regression model which predicts result value Y as a linear combination of input variables: |
| Y = weights * X + intercept.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.regressions.logistic.binomial"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/regressions/logistic/binomial/package-summary.html">org.apache.ignite.ml.regressions.logistic.binomial</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/regressions/logistic/binomial/package-summary.html">org.apache.ignite.ml.regressions.logistic.binomial</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/regressions/logistic/binomial/LogisticRegressionModel.html" title="class in org.apache.ignite.ml.regressions.logistic.binomial">LogisticRegressionModel</a></span></code> |
| <div class="block">Logistic regression (logit model) is a generalized linear model used for binomial regression.</div> |
| </td> |
| </tr> |
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| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.regressions.logistic.multiclass"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/package-summary.html">org.apache.ignite.ml.regressions.logistic.multiclass</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/package-summary.html">org.apache.ignite.ml.regressions.logistic.multiclass</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/regressions/logistic/multiclass/LogRegressionMultiClassModel.html" title="class in org.apache.ignite.ml.regressions.logistic.multiclass">LogRegressionMultiClassModel</a></span></code> |
| <div class="block">Base class for multi-classification model for set of Logistic Regression classifiers.</div> |
| </td> |
| </tr> |
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| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.selection.cv"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/selection/cv/CrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">CrossValidation</a><M extends <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,L>,L,K,V></span></code> |
| <div class="block">Cross validation score calculator.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.selection.scoring.cursor"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/package-summary.html">org.apache.ignite.ml.selection.scoring.cursor</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/package-summary.html">org.apache.ignite.ml.selection.scoring.cursor</a> with parameters of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/selection/scoring/cursor/CacheBasedLabelPairCursor.html#CacheBasedLabelPairCursor-org.apache.ignite.IgniteCache-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.Model-">CacheBasedLabelPairCursor</a></span>(<a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>> upstreamCache, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>,<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">L</a>> lbExtractor, |
| <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">L</a>> mdl)</code> |
| <div class="block">Constructs a new instance of cache based truth with prediction cursor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html#CacheBasedLabelPairCursor-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.Model-">CacheBasedLabelPairCursor</a></span>(<a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>> upstreamCache, |
| <a href="../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>> filter, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>,<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">L</a>> lbExtractor, |
| <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">L</a>> mdl)</code> |
| <div class="block">Constructs a new instance of cache based truth with prediction cursor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html#LocalLabelPairCursor-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.Model-">LocalLabelPairCursor</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>> upstreamMap, |
| <a href="../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>> filter, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>,<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">L</a>> lbExtractor, |
| <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">L</a>> mdl)</code> |
| <div class="block">Constructs a new instance of local truth with prediction cursor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.selection.scoring.evaluator"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a> in <a href="../../../../../org/apache/ignite/ml/selection/scoring/evaluator/package-summary.html">org.apache.ignite.ml.selection.scoring.evaluator</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/selection/scoring/evaluator/package-summary.html">org.apache.ignite.ml.selection.scoring.evaluator</a> with parameters of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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 <L,K,V> double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Evaluator.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.html#evaluate-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.Model-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.selection.scoring.metric.Accuracy-">evaluate</a></span>(<a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> dataCache, |
| <a href="../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,L> mdl, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,L> lbExtractor, |
| <a href="../../../../../org/apache/ignite/ml/selection/scoring/metric/Accuracy.html" title="class in org.apache.ignite.ml.selection.scoring.metric">Accuracy</a><L> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <L,K,V> double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Evaluator.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.html#evaluate-org.apache.ignite.IgniteCache-org.apache.ignite.ml.Model-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.selection.scoring.metric.Accuracy-">evaluate</a></span>(<a href="../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> dataCache, |
| <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,L> mdl, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,L> lbExtractor, |
| <a href="../../../../../org/apache/ignite/ml/selection/scoring/metric/Accuracy.html" title="class in org.apache.ignite.ml.selection.scoring.metric">Accuracy</a><L> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.svm"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/svm/package-summary.html">org.apache.ignite.ml.svm</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/SVMLinearBinaryClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearBinaryClassificationModel</a></span></code> |
| <div class="block">Base class for SVM linear classification model.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/svm/SVMLinearMultiClassClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearMultiClassClassificationModel</a></span></code> |
| <div class="block">Base class for multi-classification model for set of SVM classifiers.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.trainers"> |
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| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M extends <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>,L></span></code> |
| <div class="block">Interface for trainers.</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/Model.html" title="interface in org.apache.ignite.ml">Model</a>></span></code> |
| <div class="block">Interface for trainers that trains on dataset with multiple label per object.</div> |
| </td> |
| </tr> |
| <tr class="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/Model.html" title="interface in org.apache.ignite.ml">Model</a>></span></code> |
| <div class="block">Interface for trainers that trains on dataset with singe label per object.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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 subinterfaces, and an explanation"> |
| <caption><span>Subinterfaces of <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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">Interface and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>interface </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/tree/DecisionTreeNode.html" title="interface in org.apache.ignite.ml.tree">DecisionTreeNode</a></span></code> |
| <div class="block">Base interface for decision tree nodes.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/tree/package-summary.html">org.apache.ignite.ml.tree</a> that implement <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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/DecisionTreeConditionalNode.html" title="class in org.apache.ignite.ml.tree">DecisionTreeConditionalNode</a></span></code> |
| <div class="block">Decision tree conditional (non-leaf) node.</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/DecisionTreeLeafNode.html" title="class in org.apache.ignite.ml.tree">DecisionTreeLeafNode</a></span></code> |
| <div class="block">Decision tree leaf node which contains value.</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/Model.html" title="interface in org.apache.ignite.ml">Model</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 methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/tree/boosting/package-summary.html">org.apache.ignite.ml.tree.boosting</a> that return types with arguments of type <a href="../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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><K,V> <a href="http://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/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBOnTreesLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/tree/boosting/GDBOnTreesLearningStrategy.html#update-org.apache.ignite.ml.composition.boosting.GDBTrainer.GDBModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.ml.math.functions.IgniteBiFunction-">update</a></span>(<a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBTrainer.GDBModel</a> mdlToUpdate, |
| <a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> featureExtractor, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><K,V,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lbExtractor)</code> |
| <div class="block">Gets state of model in arguments, compare it with training parameters of trainer and if they are fit then |
| trainer updates model in according to new data and return new model.</div> |
| </td> |
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