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| <h2 title="Uses of Interface org.apache.ignite.ml.dataset.DatasetBuilder" class="title">Uses of Interface<br>org.apache.ignite.ml.dataset.DatasetBuilder</h2> |
| </div> |
| <div class="classUseContainer"> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing packages, and an explanation"> |
| <caption><span>Packages that use <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Package</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.clustering.gmm">org.apache.ignite.ml.clustering.gmm</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Gauss Mixture Model clustering algorithm (see <a href="../../../../../../org/apache/ignite/ml/clustering/gmm/GmmModel.html" title="class in org.apache.ignite.ml.clustering.gmm"><code>GmmModel</code></a>).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.clustering.kmeans">org.apache.ignite.ml.clustering.kmeans</a></td> |
| <td class="colLast"> |
| <div class="block">Contains kMeans clustering algorithm.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.bagging">org.apache.ignite.ml.composition.bagging</a></td> |
| <td class="colLast"> </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.composition.boosting.convergence">org.apache.ignite.ml.composition.boosting.convergence</a></td> |
| <td class="colLast"> |
| <div class="block">Package contains implementation of convergence checking algorithms for gradient boosting.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.boosting.convergence.mean">org.apache.ignite.ml.composition.boosting.convergence.mean</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementation of convergence checking computer by mean of absolute value of errors in dataset.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.boosting.convergence.median">org.apache.ignite.ml.composition.boosting.convergence.median</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementation of convergence checking computer by median of medians of errors in dataset.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.boosting.convergence.simple">org.apache.ignite.ml.composition.boosting.convergence.simple</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementation of Stub for convergence checking.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.combinators.parallel">org.apache.ignite.ml.composition.combinators.parallel</a></td> |
| <td class="colLast"> |
| <div class="block">Contains parallel combiners (ensembles) of trainers and models.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.combinators.sequential">org.apache.ignite.ml.composition.combinators.sequential</a></td> |
| <td class="colLast"> |
| <div class="block">Contains sequential combinators of trainers and models.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.stacking">org.apache.ignite.ml.composition.stacking</a></td> |
| <td class="colLast"> |
| <div class="block">Contains classes used for training with stacking technique.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset">org.apache.ignite.ml.dataset</a></td> |
| <td class="colLast"> |
| <div class="block">Base package for machine learning dataset classes.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.impl.cache">org.apache.ignite.ml.dataset.impl.cache</a></td> |
| <td class="colLast"> |
| <div class="block">Base package for cache based implementation of machine learning dataset.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.impl.local">org.apache.ignite.ml.dataset.impl.local</a></td> |
| <td class="colLast"> |
| <div class="block">Base package for local implementation of machine learning dataset.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn">org.apache.ignite.ml.knn</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for kNN algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.ann">org.apache.ignite.ml.knn.ann</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for ANN classification algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.utils">org.apache.ignite.ml.knn.utils</a></td> |
| <td class="colLast"> |
| <div class="block">Contains util functionality for kNN algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.math.isolve.lsqr">org.apache.ignite.ml.math.isolve.lsqr</a></td> |
| <td class="colLast"> |
| <div class="block">Contains LSQR algorithm implementation.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.multiclass">org.apache.ignite.ml.multiclass</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various multi-classifier models and trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.naivebayes.compound">org.apache.ignite.ml.naivebayes.compound</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Compound naive Bayes classifier.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.naivebayes.discrete">org.apache.ignite.ml.naivebayes.discrete</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Bernoulli naive Bayes classifier.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.naivebayes.gaussian">org.apache.ignite.ml.naivebayes.gaussian</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Gaussian naive Bayes classifier.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.nn">org.apache.ignite.ml.nn</a></td> |
| <td class="colLast"> |
| <div class="block">Contains neural networks and related classes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.pipeline">org.apache.ignite.ml.pipeline</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Pipeline API.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing">org.apache.ignite.ml.preprocessing</a></td> |
| <td class="colLast"> |
| <div class="block">Base package for machine learning preprocessing classes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.binarization">org.apache.ignite.ml.preprocessing.binarization</a></td> |
| <td class="colLast"> |
| <div class="block">Contains binarization preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.encoding">org.apache.ignite.ml.preprocessing.encoding</a></td> |
| <td class="colLast"> |
| <div class="block">Contains encoding preprocessors.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.finalization">org.apache.ignite.ml.preprocessing.finalization</a></td> |
| <td class="colLast"> |
| <div class="block">Contains vector finalization preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.imputing">org.apache.ignite.ml.preprocessing.imputing</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Imputer preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.maxabsscaling">org.apache.ignite.ml.preprocessing.maxabsscaling</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Max Abs Scaler preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.minmaxscaling">org.apache.ignite.ml.preprocessing.minmaxscaling</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Min Max Scaler preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.normalization">org.apache.ignite.ml.preprocessing.normalization</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Normalizer preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.standardscaling">org.apache.ignite.ml.preprocessing.standardscaling</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Standard scaler preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.recommendation">org.apache.ignite.ml.recommendation</a></td> |
| <td class="colLast"> |
| <div class="block">Contains recommendation system framework.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.regressions.linear">org.apache.ignite.ml.regressions.linear</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various linear regressions.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.regressions.logistic">org.apache.ignite.ml.regressions.logistic</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various logistic regressions.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.selection.cv">org.apache.ignite.ml.selection.cv</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for cross-validation algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.selection.scoring.evaluator">org.apache.ignite.ml.selection.scoring.evaluator</a></td> |
| <td class="colLast"> |
| <div class="block">Package for model evaluator classes.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.sql">org.apache.ignite.ml.sql</a></td> |
| <td class="colLast"> |
| <div class="block">Contains util classes that help to work with machine learning models in SQL and train models on data from SQL tables.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.svm">org.apache.ignite.ml.svm</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for SVM(support vector machines) algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.trainers">org.apache.ignite.ml.trainers</a></td> |
| <td class="colLast"> |
| <div class="block">Contains model trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree">org.apache.ignite.ml.tree</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for decision trees.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.boosting">org.apache.ignite.ml.tree.boosting</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementation of gradient boosting on trees.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.randomforest">org.apache.ignite.ml.tree.randomforest</a></td> |
| <td class="colLast"> |
| <div class="block">Contains random forest implementation classes.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.util.generators">org.apache.ignite.ml.util.generators</a></td> |
| <td class="colLast"> |
| <div class="block">Contains utility classes for data streams generation.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"> |
| <ul class="blockList"> |
| <li class="blockList"><a name="org.apache.ignite.ml.clustering.gmm"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/clustering/gmm/package-summary.html">org.apache.ignite.ml.clustering.gmm</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/clustering/gmm/package-summary.html">org.apache.ignite.ml.clustering.gmm</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/clustering/gmm/GmmModel.html" title="class in org.apache.ignite.ml.clustering.gmm">GmmModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">GmmTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/clustering/gmm/GmmTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/clustering/gmm/GmmModel.html" title="class in org.apache.ignite.ml.clustering.gmm">GmmModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">GmmTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/clustering/gmm/GmmTrainer.html#updateModel-org.apache.ignite.ml.clustering.gmm.GmmModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/clustering/gmm/GmmModel.html" title="class in org.apache.ignite.ml.clustering.gmm">GmmModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.clustering.kmeans"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/clustering/kmeans/KMeansModel.html" title="class in org.apache.ignite.ml.clustering.kmeans">KMeansModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">KMeansTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansModel.html" title="class in org.apache.ignite.ml.clustering.kmeans">KMeansModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">KMeansTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansTrainer.html#updateModel-org.apache.ignite.ml.clustering.kmeans.KMeansModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansModel.html" title="class in org.apache.ignite.ml.clustering.kmeans">KMeansModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.bagging"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/composition/bagging/package-summary.html">org.apache.ignite.ml.composition.bagging</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/composition/bagging/package-summary.html">org.apache.ignite.ml.composition.bagging</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/composition/bagging/BaggedModel.html" title="class in org.apache.ignite.ml.composition.bagging">BaggedModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">BaggedTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../org/apache/ignite/ml/composition/bagging/BaggedModel.html" title="class in org.apache.ignite.ml.composition.bagging">BaggedModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">BaggedTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html#update-org.apache.ignite.ml.composition.bagging.BaggedModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">update</a></span>(<a href="../../../../../../org/apache/ignite/ml/composition/bagging/BaggedModel.html" title="class in org.apache.ignite.ml.composition.bagging">BaggedModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</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> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/composition/bagging/BaggedModel.html" title="class in org.apache.ignite.ml.composition.bagging">BaggedModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">BaggedTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html#updateModel-org.apache.ignite.ml.composition.bagging.BaggedModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/composition/bagging/BaggedModel.html" title="class in org.apache.ignite.ml.composition.bagging">BaggedModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">This method is never called, instead of constructing logic of update from |
| <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#isUpdateable-M-"><code>DatasetTrainer.isUpdateable(M)</code></a> and |
| <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#updateModel-M-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-"><code>DatasetTrainer.updateModel(M, org.apache.ignite.ml.dataset.DatasetBuilder<K, V>, org.apache.ignite.ml.preprocessing.Preprocessor<K, V>)</code></a> |
| in this class we explicitly override update method.</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/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 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> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 <V,K,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../org/apache/ignite/lang/IgniteBiTuple.html" title="class in org.apache.ignite.lang">IgniteBiTuple</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Long.html?is-external=true" title="class or interface in java.lang">Long</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#computeInitialValue-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">computeInitialValue</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> builder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Compute mean value of label as first approximation.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBModel</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#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <V,K> boolean</code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBRegressionTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBRegressionTrainer.html#learnLabels-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">learnLabels</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> builder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Defines unique labels in dataset if need (useful in case of classification).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <V,K> boolean</code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBBinaryClassifierTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBBinaryClassifierTrainer.html#learnLabels-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">learnLabels</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> builder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Defines unique labels in dataset if need (useful in case of classification).</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected abstract <V,K> boolean</code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.html#learnLabels-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">learnLabels</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> builder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Defines unique labels in dataset if need (useful in case of classification).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></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.preprocessing.Preprocessor-">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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Implementation of gradient boosting iterations.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></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.GDBModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">update</a></span>(<a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</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> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBModel</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#updateModel-org.apache.ignite.ml.composition.boosting.GDBModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.boosting.convergence"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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>abstract <K,V> <a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="class in org.apache.ignite.ml.composition.boosting.convergence">ConvergenceChecker</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">ConvergenceCheckerFactory.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceCheckerFactory.html#create-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">create</a></span>(long sampleSize, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> externalLbToInternalMapping, |
| <a href="../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> vectorizer)</code> |
| <div class="block">Create an instance of ConvergenceChecker.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>boolean</code></td> |
| <td class="colLast"><span class="typeNameLabel">ConvergenceChecker.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html#isConverged-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.composition.ModelsComposition-">isConverged</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="type parameter in ConvergenceChecker">K</a>,<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="type parameter in ConvergenceChecker">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a> currMdl)</code> |
| <div class="block">Checks convergency on dataset.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/convergence/ConvergenceChecker.html#ConvergenceChecker-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-double-">ConvergenceChecker</a></span>(long sampleSize, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> externalLbToInternalMapping, |
| <a href="../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="type parameter in ConvergenceChecker">K</a>,<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="type parameter in ConvergenceChecker">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="type parameter in ConvergenceChecker">K</a>,<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/ConvergenceChecker.html" title="type parameter in ConvergenceChecker">V</a>> preprocessor, |
| double precision)</code> |
| <div class="block">Constructs an instance of ConvergenceChecker.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.boosting.convergence.mean"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.mean</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.mean</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/composition/boosting/convergence/ConvergenceChecker.html" title="class in org.apache.ignite.ml.composition.boosting.convergence">ConvergenceChecker</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">MeanAbsValueConvergenceCheckerFactory.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceCheckerFactory.html#create-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">create</a></span>(long sampleSize, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> externalLbToInternalMapping, |
| <a href="../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Create an instance of ConvergenceChecker.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.mean</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/convergence/mean/MeanAbsValueConvergenceChecker.html#MeanAbsValueConvergenceChecker-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-double-">MeanAbsValueConvergenceChecker</a></span>(long sampleSize, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> externalLbToInternalMapping, |
| <a href="../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceChecker.html" title="type parameter in MeanAbsValueConvergenceChecker">K</a>,<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceChecker.html" title="type parameter in MeanAbsValueConvergenceChecker">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceChecker.html" title="type parameter in MeanAbsValueConvergenceChecker">K</a>,<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/mean/MeanAbsValueConvergenceChecker.html" title="type parameter in MeanAbsValueConvergenceChecker">V</a>> preprocessor, |
| double precision)</code> |
| <div class="block">Creates an instance of MeanAbsValueConvergenceChecker.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.boosting.convergence.median"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.median</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.median</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/composition/boosting/convergence/ConvergenceChecker.html" title="class in org.apache.ignite.ml.composition.boosting.convergence">ConvergenceChecker</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">MedianOfMedianConvergenceCheckerFactory.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceCheckerFactory.html#create-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">create</a></span>(long sampleSize, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> externalLbToInternalMapping, |
| <a href="../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Create an instance of ConvergenceChecker.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.median</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/convergence/median/MedianOfMedianConvergenceChecker.html#MedianOfMedianConvergenceChecker-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-double-">MedianOfMedianConvergenceChecker</a></span>(long sampleSize, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> lblMapping, |
| <a href="../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceChecker.html" title="type parameter in MedianOfMedianConvergenceChecker">K</a>,<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceChecker.html" title="type parameter in MedianOfMedianConvergenceChecker">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceChecker.html" title="type parameter in MedianOfMedianConvergenceChecker">K</a>,<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/median/MedianOfMedianConvergenceChecker.html" title="type parameter in MedianOfMedianConvergenceChecker">V</a>> preprocessor, |
| double precision)</code> |
| <div class="block">Creates an instance of MedianOfMedianConvergenceChecker.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.boosting.convergence.simple"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.simple</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.simple</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/composition/boosting/convergence/ConvergenceChecker.html" title="class in org.apache.ignite.ml.composition.boosting.convergence">ConvergenceChecker</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">ConvergenceCheckerStubFactory.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStubFactory.html#create-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">create</a></span>(long sampleSize, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> externalLbToInternalMapping, |
| <a href="../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Create an instance of ConvergenceChecker.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>boolean</code></td> |
| <td class="colLast"><span class="typeNameLabel">ConvergenceCheckerStub.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStub.html#isConverged-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.composition.ModelsComposition-">isConverged</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStub.html" title="type parameter in ConvergenceCheckerStub">K</a>,<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStub.html" title="type parameter in ConvergenceCheckerStub">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/composition/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a> currMdl)</code> |
| <div class="block">Checks convergency on dataset.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/package-summary.html">org.apache.ignite.ml.composition.boosting.convergence.simple</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/convergence/simple/ConvergenceCheckerStub.html#ConvergenceCheckerStub-long-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.composition.boosting.loss.Loss-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-double-">ConvergenceCheckerStub</a></span>(long sampleSize, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a> externalLbToInternalMapping, |
| <a href="../../../../../../org/apache/ignite/ml/composition/boosting/loss/Loss.html" title="interface in org.apache.ignite.ml.composition.boosting.loss">Loss</a> loss, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStub.html" title="type parameter in ConvergenceCheckerStub">K</a>,<a href="../../../../../../org/apache/ignite/ml/composition/boosting/convergence/simple/ConvergenceCheckerStub.html" title="type parameter in ConvergenceCheckerStub">V</a>> preprocessor, |
| double precision)</code> |
| <div class="block">Creates an instance of ConvergenceCheckerStub.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.combinators.parallel"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/package-summary.html">org.apache.ignite.ml.composition.combinators.parallel</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/package-summary.html">org.apache.ignite.ml.composition.combinators.parallel</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html" title="type parameter in TrainersParallelComposition">I</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html" title="type parameter in TrainersParallelComposition">O</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainersParallelComposition.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html" title="type parameter in TrainersParallelComposition">I</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html" title="type parameter in TrainersParallelComposition">O</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainersParallelComposition.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html#update-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">update</a></span>(<a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html" title="type parameter in TrainersParallelComposition">I</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html" title="type parameter in TrainersParallelComposition">O</a>>> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</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> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html" title="type parameter in TrainersParallelComposition">I</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html" title="type parameter in TrainersParallelComposition">O</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainersParallelComposition.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html#updateModel-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html" title="type parameter in TrainersParallelComposition">I</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html" title="type parameter in TrainersParallelComposition">O</a>>> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">This method is never called, instead of constructing logic of update from <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#isUpdateable-M-"><code>DatasetTrainer.isUpdateable(IgniteModel)</code></a> and <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#updateModel-M-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-"><code>DatasetTrainer.updateModel(IgniteModel, DatasetBuilder, Preprocessor)</code></a> |
| in this class we explicitly override update method.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.combinators.sequential"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/composition/combinators/sequential/ModelsSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">ModelsSequentialComposition</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainersSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">ModelsSequentialComposition</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainersSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#update-org.apache.ignite.ml.composition.combinators.sequential.ModelsSequentialComposition-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">update</a></span>(<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">ModelsSequentialComposition</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</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> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">ModelsSequentialComposition</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainersSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#updateModel-org.apache.ignite.ml.composition.combinators.sequential.ModelsSequentialComposition-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">ModelsSequentialComposition</a><<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">This method is never called, instead of constructing logic of update from |
| <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#isUpdateable-M-"><code>DatasetTrainer.isUpdateable(IgniteModel)</code></a> and |
| <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#updateModel-M-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-"><code>DatasetTrainer.updateModel(IgniteModel, DatasetBuilder, Preprocessor)</code></a> |
| in this class we explicitly override update method.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.stacking"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/composition/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/composition/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/composition/stacking/StackedModel.html" title="class in org.apache.ignite.ml.composition.stacking">StackedModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedModel.html" title="class in org.apache.ignite.ml.composition.stacking">StackedModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html#update-org.apache.ignite.ml.composition.stacking.StackedModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">update</a></span>(<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedModel.html" title="class in org.apache.ignite.ml.composition.stacking">StackedModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</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> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedModel.html" title="class in org.apache.ignite.ml.composition.stacking">StackedModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html#updateModel-org.apache.ignite.ml.composition.stacking.StackedModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedModel.html" title="class in org.apache.ignite.ml.composition.stacking">StackedModel</a><<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">This method is never called, instead of constructing logic of update from |
| <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#isUpdateable-M-"><code>DatasetTrainer.isUpdateable(IgniteModel)</code></a> and |
| <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#updateModel-M-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-"><code>DatasetTrainer.updateModel(IgniteModel, DatasetBuilder, Preprocessor)</code></a> |
| in this class we explicitly override update method.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/dataset/package-summary.html">org.apache.ignite.ml.dataset</a> that return <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="type parameter in DatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="type parameter in DatasetBuilder">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html#withFilter-org.apache.ignite.lang.IgniteBiPredicate-">withFilter</a></span>(<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="type parameter in DatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="type parameter in DatasetBuilder">V</a>> filterToAdd)</code> |
| <div class="block">Returns new instance of DatasetBuilder using conjunction of internal filter and <code>filterToAdd</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="type parameter in DatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="type parameter in DatasetBuilder">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html#withUpstreamTransformer-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">withUpstreamTransformer</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a> builder)</code> |
| <div class="block">Returns new instance of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a> with new <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>UpstreamTransformerBuilder</code></a> added |
| to chain of upstream transformer builders.</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/dataset/package-summary.html">org.apache.ignite.ml.dataset</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 <K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a>><br><a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><C,D></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#create-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-">create</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/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><K,V,C> partCtxBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><K,V,C,D> partDataBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> environment)</code> |
| <div class="block">Creates a new instance of distributed dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,D extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/AutoCloseable.html?is-external=true" title="class or interface in java.lang">AutoCloseable</a>><br><a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><C,D></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#create-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-">create</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/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><K,V,C> partCtxBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><K,V,C,D> partDataBuilder)</code> |
| <div class="block">Creates a new instance of distributed dataset using the specified <code>partCtxBuilder</code> and <code>partDataBuilder</code>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><C></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleDataset</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/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><K,V,C> partCtxBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> featureExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>partCtxBuilder</code> and <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleDataset</a><<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleDataset</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/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> featureExtractor)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleDataset</code></a> using the specified <code>featureExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><C></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleLabeledDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleLabeledDataset</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/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/PartitionContextBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionContextBuilder</a><K,V,C> partCtxBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> vectorizer)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>partCtxBuilder</code>, |
| <code>featureExtractor</code> and <code>lbExtractor</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V,CO extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive">SimpleLabeledDataset</a><<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetFactory.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetFactory.html#createSimpleLabeledDataset-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleLabeledDataset</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/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> vectorizer)</code> |
| <div class="block">Creates a new instance of distributed <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/SimpleLabeledDataset.html" title="class in org.apache.ignite.ml.dataset.primitive"><code>SimpleLabeledDataset</code></a> using the specified <code>featureExtractor</code> |
| and <code>lbExtractor</code>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.cache"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/package-summary.html">org.apache.ignite.ml.dataset.impl.cache</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/dataset/impl/cache/package-summary.html">org.apache.ignite.ml.dataset.impl.cache</a> that implement <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="class in org.apache.ignite.ml.dataset.impl.cache">CacheBasedDatasetBuilder</a><K,V></span></code> |
| <div class="block">A dataset builder that makes <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDataset.html" title="class in org.apache.ignite.ml.dataset.impl.cache"><code>CacheBasedDataset</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/dataset/impl/cache/package-summary.html">org.apache.ignite.ml.dataset.impl.cache</a> that return <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">CacheBasedDatasetBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html#withFilter-org.apache.ignite.lang.IgniteBiPredicate-">withFilter</a></span>(<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">V</a>> filterToAdd)</code> |
| <div class="block">Returns new instance of DatasetBuilder using conjunction of internal filter and <code>filterToAdd</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="type parameter in CacheBasedDatasetBuilder">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">CacheBasedDatasetBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html#withUpstreamTransformer-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">withUpstreamTransformer</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a> builder)</code> |
| <div class="block">Returns new instance of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a> with new <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>UpstreamTransformerBuilder</code></a> added |
| to chain of upstream transformer builders.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.local"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/package-summary.html">org.apache.ignite.ml.dataset.impl.local</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/dataset/impl/local/package-summary.html">org.apache.ignite.ml.dataset.impl.local</a> that implement <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/dataset/impl/local/LocalDatasetBuilder.html" title="class in org.apache.ignite.ml.dataset.impl.local">LocalDatasetBuilder</a><K,V></span></code> |
| <div class="block">A dataset builder that makes <a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDataset.html" title="class in org.apache.ignite.ml.dataset.impl.local"><code>LocalDataset</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/dataset/impl/local/package-summary.html">org.apache.ignite.ml.dataset.impl.local</a> that return <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">LocalDatasetBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html#withFilter-org.apache.ignite.lang.IgniteBiPredicate-">withFilter</a></span>(<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">V</a>> filterToAdd)</code> |
| <div class="block">Returns new instance of DatasetBuilder using conjunction of internal filter and <code>filterToAdd</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html" title="type parameter in LocalDatasetBuilder">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">LocalDatasetBuilder.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/local/LocalDatasetBuilder.html#withUpstreamTransformer-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">withUpstreamTransformer</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a> builder)</code> |
| <div class="block">Returns new instance of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a> with new <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>UpstreamTransformerBuilder</code></a> added |
| to chain of upstream transformer builders.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 <K,V> <a href="../../../../../../org/apache/ignite/ml/knn/KNNTrainer.html" title="type parameter in KNNTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">KNNTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/KNNTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/knn/KNNTrainer.html" title="type parameter in KNNTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">KNNTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/KNNTrainer.html#updateModel-M-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/knn/KNNTrainer.html" title="type parameter in KNNTrainer">M</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.ann"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/knn/ann/ANNClassificationModel.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">ANNClassificationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationModel.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">ANNClassificationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationTrainer.html#updateModel-org.apache.ignite.ml.knn.ann.ANNClassificationModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationModel.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.utils"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/knn/utils/package-summary.html">org.apache.ignite.ml.knn.utils</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/knn/utils/package-summary.html">org.apache.ignite.ml.knn.utils</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 <K,V,C extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br>@Nullable <a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">KNNUtils.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/utils/KNNUtils.html#buildDataset-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">buildDataset</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> vectorizer)</code> |
| <div class="block">Builds dataset.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.math.isolve.lsqr"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/math/isolve/lsqr/package-summary.html">org.apache.ignite.ml.math.isolve.lsqr</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/math/isolve/lsqr/package-summary.html">org.apache.ignite.ml.math.isolve.lsqr</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/math/isolve/lsqr/LSQROnHeap.html#LSQROnHeap-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionDataBuilder-org.apache.ignite.ml.environment.LearningEnvironment-">LSQROnHeap</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/math/isolve/lsqr/LSQROnHeap.html" title="type parameter in LSQROnHeap">K</a>,<a href="../../../../../../org/apache/ignite/ml/math/isolve/lsqr/LSQROnHeap.html" title="type parameter in LSQROnHeap">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/PartitionDataBuilder.html" title="interface in org.apache.ignite.ml.dataset">PartitionDataBuilder</a><<a href="../../../../../../org/apache/ignite/ml/math/isolve/lsqr/LSQROnHeap.html" title="type parameter in LSQROnHeap">K</a>,<a href="../../../../../../org/apache/ignite/ml/math/isolve/lsqr/LSQROnHeap.html" title="type parameter in LSQROnHeap">V</a>,<a href="../../../../../../org/apache/ignite/ml/math/isolve/lsqr/LSQRPartitionContext.html" title="class in org.apache.ignite.ml.math.isolve.lsqr">LSQRPartitionContext</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data">SimpleLabeledDatasetData</a>> partDataBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> localLearningEnv)</code> |
| <div class="block">Constructs a new instance of OnHeap LSQR algorithm implementation.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.multiclass"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/multiclass/package-summary.html">org.apache.ignite.ml.multiclass</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/multiclass/package-summary.html">org.apache.ignite.ml.multiclass</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/multiclass/MultiClassModel.html" title="class in org.apache.ignite.ml.multiclass">MultiClassModel</a><<a href="../../../../../../org/apache/ignite/ml/multiclass/OneVsRestTrainer.html" title="type parameter in OneVsRestTrainer">M</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">OneVsRestTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/multiclass/OneVsRestTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/multiclass/MultiClassModel.html" title="class in org.apache.ignite.ml.multiclass">MultiClassModel</a><<a href="../../../../../../org/apache/ignite/ml/multiclass/OneVsRestTrainer.html" title="type parameter in OneVsRestTrainer">M</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">OneVsRestTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/multiclass/OneVsRestTrainer.html#updateModel-org.apache.ignite.ml.multiclass.MultiClassModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/multiclass/MultiClassModel.html" title="class in org.apache.ignite.ml.multiclass">MultiClassModel</a><<a href="../../../../../../org/apache/ignite/ml/multiclass/OneVsRestTrainer.html" title="type parameter in OneVsRestTrainer">M</a>> newMdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes.compound"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/naivebayes/compound/package-summary.html">org.apache.ignite.ml.naivebayes.compound</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/naivebayes/compound/package-summary.html">org.apache.ignite.ml.naivebayes.compound</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/naivebayes/compound/CompoundNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.compound">CompoundNaiveBayesModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">CompoundNaiveBayesTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/naivebayes/compound/CompoundNaiveBayesTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/naivebayes/compound/CompoundNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.compound">CompoundNaiveBayesModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">CompoundNaiveBayesTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/naivebayes/compound/CompoundNaiveBayesTrainer.html#updateModel-org.apache.ignite.ml.naivebayes.compound.CompoundNaiveBayesModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/naivebayes/compound/CompoundNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.compound">CompoundNaiveBayesModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes.discrete"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/naivebayes/discrete/package-summary.html">org.apache.ignite.ml.naivebayes.discrete</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/naivebayes/discrete/package-summary.html">org.apache.ignite.ml.naivebayes.discrete</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/naivebayes/discrete/DiscreteNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.discrete">DiscreteNaiveBayesModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DiscreteNaiveBayesTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/naivebayes/discrete/DiscreteNaiveBayesTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/naivebayes/discrete/DiscreteNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.discrete">DiscreteNaiveBayesModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DiscreteNaiveBayesTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/naivebayes/discrete/DiscreteNaiveBayesTrainer.html#updateModel-org.apache.ignite.ml.naivebayes.discrete.DiscreteNaiveBayesModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/naivebayes/discrete/DiscreteNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.discrete">DiscreteNaiveBayesModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes.gaussian"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/naivebayes/gaussian/package-summary.html">org.apache.ignite.ml.naivebayes.gaussian</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/naivebayes/gaussian/package-summary.html">org.apache.ignite.ml.naivebayes.gaussian</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/naivebayes/gaussian/GaussianNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.gaussian">GaussianNaiveBayesModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">GaussianNaiveBayesTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/naivebayes/gaussian/GaussianNaiveBayesTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/naivebayes/gaussian/GaussianNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.gaussian">GaussianNaiveBayesModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">GaussianNaiveBayesTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/naivebayes/gaussian/GaussianNaiveBayesTrainer.html#updateModel-org.apache.ignite.ml.naivebayes.gaussian.GaussianNaiveBayesModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/naivebayes/gaussian/GaussianNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.gaussian">GaussianNaiveBayesModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.nn"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLPTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/nn/MLPTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLPTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/nn/MLPTrainer.html#updateModel-org.apache.ignite.ml.nn.MultilayerPerceptron-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a> lastLearnedMdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.pipeline"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/Pipeline.html" title="type parameter in Pipeline">K</a>,<a href="../../../../../../org/apache/ignite/ml/pipeline/Pipeline.html" title="type parameter in Pipeline">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">Pipeline.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/pipeline/Pipeline.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-">fit</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> datasetBuilder)</code> |
| <div class="block">Fits the pipeline to the input dataset builder.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/package-summary.html">org.apache.ignite.ml.preprocessing</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/preprocessing/package-summary.html">org.apache.ignite.ml.preprocessing</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html" title="type parameter in PreprocessingTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html" title="type parameter in PreprocessingTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">PreprocessingTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html" title="type parameter in PreprocessingTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html" title="type parameter in PreprocessingTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html" title="type parameter in PreprocessingTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html" title="type parameter in PreprocessingTrainer">V</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html" title="type parameter in PreprocessingTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html" title="type parameter in PreprocessingTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">PreprocessingTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html#fit-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html" title="type parameter in PreprocessingTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html" title="type parameter in PreprocessingTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html" title="type parameter in PreprocessingTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html" title="type parameter in PreprocessingTrainer">V</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.binarization"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/package-summary.html">org.apache.ignite.ml.preprocessing.binarization</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/preprocessing/binarization/package-summary.html">org.apache.ignite.ml.preprocessing.binarization</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/preprocessing/binarization/BinarizationPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.binarization">BinarizationPreprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.html" title="type parameter in BinarizationTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.html" title="type parameter in BinarizationTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">BinarizationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.html#fit-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.html" title="type parameter in BinarizationTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.html" title="type parameter in BinarizationTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.html" title="type parameter in BinarizationTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationTrainer.html" title="type parameter in BinarizationTrainer">V</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.encoding"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/package-summary.html">org.apache.ignite.ml.preprocessing.encoding</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/preprocessing/encoding/package-summary.html">org.apache.ignite.ml.preprocessing.encoding</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/preprocessing/encoding/EncoderPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.encoding">EncoderPreprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/EncoderTrainer.html" title="type parameter in EncoderTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/EncoderTrainer.html" title="type parameter in EncoderTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">EncoderTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/EncoderTrainer.html#fit-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/EncoderTrainer.html" title="type parameter in EncoderTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/EncoderTrainer.html" title="type parameter in EncoderTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/EncoderTrainer.html" title="type parameter in EncoderTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/EncoderTrainer.html" title="type parameter in EncoderTrainer">V</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.finalization"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/finalization/package-summary.html">org.apache.ignite.ml.preprocessing.finalization</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/preprocessing/finalization/package-summary.html">org.apache.ignite.ml.preprocessing.finalization</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/preprocessing/finalization/VectorFinalizationPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.finalization">VectorFinalizationPreprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/finalization/VectorFinalizationTrainer.html" title="type parameter in VectorFinalizationTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/finalization/VectorFinalizationTrainer.html" title="type parameter in VectorFinalizationTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">VectorFinalizationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/finalization/VectorFinalizationTrainer.html#fit-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/finalization/VectorFinalizationTrainer.html" title="type parameter in VectorFinalizationTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/finalization/VectorFinalizationTrainer.html" title="type parameter in VectorFinalizationTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/finalization/VectorFinalizationTrainer.html" title="type parameter in VectorFinalizationTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/finalization/VectorFinalizationTrainer.html" title="type parameter in VectorFinalizationTrainer">V</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.imputing"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/imputing/package-summary.html">org.apache.ignite.ml.preprocessing.imputing</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/preprocessing/imputing/package-summary.html">org.apache.ignite.ml.preprocessing.imputing</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/preprocessing/imputing/ImputerPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.imputing">ImputerPreprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.html" title="type parameter in ImputerTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.html" title="type parameter in ImputerTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">ImputerTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.html#fit-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.html" title="type parameter in ImputerTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.html" title="type parameter in ImputerTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.html" title="type parameter in ImputerTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerTrainer.html" title="type parameter in ImputerTrainer">V</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.maxabsscaling"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/package-summary.html">org.apache.ignite.ml.preprocessing.maxabsscaling</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/preprocessing/maxabsscaling/package-summary.html">org.apache.ignite.ml.preprocessing.maxabsscaling</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.maxabsscaling">MaxAbsScalerPreprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.html" title="type parameter in MaxAbsScalerTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.html" title="type parameter in MaxAbsScalerTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">MaxAbsScalerTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.html#fit-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.html" title="type parameter in MaxAbsScalerTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.html" title="type parameter in MaxAbsScalerTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.html" title="type parameter in MaxAbsScalerTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerTrainer.html" title="type parameter in MaxAbsScalerTrainer">V</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.minmaxscaling"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/package-summary.html">org.apache.ignite.ml.preprocessing.minmaxscaling</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/preprocessing/minmaxscaling/package-summary.html">org.apache.ignite.ml.preprocessing.minmaxscaling</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.minmaxscaling">MinMaxScalerPreprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.html" title="type parameter in MinMaxScalerTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.html" title="type parameter in MinMaxScalerTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">MinMaxScalerTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.html#fit-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.html" title="type parameter in MinMaxScalerTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.html" title="type parameter in MinMaxScalerTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.html" title="type parameter in MinMaxScalerTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerTrainer.html" title="type parameter in MinMaxScalerTrainer">V</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.normalization"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/normalization/package-summary.html">org.apache.ignite.ml.preprocessing.normalization</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/preprocessing/normalization/package-summary.html">org.apache.ignite.ml.preprocessing.normalization</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/preprocessing/normalization/NormalizationPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.normalization">NormalizationPreprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.html" title="type parameter in NormalizationTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.html" title="type parameter in NormalizationTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">NormalizationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.html#fit-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.html" title="type parameter in NormalizationTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.html" title="type parameter in NormalizationTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.html" title="type parameter in NormalizationTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationTrainer.html" title="type parameter in NormalizationTrainer">V</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.standardscaling"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/package-summary.html">org.apache.ignite.ml.preprocessing.standardscaling</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/preprocessing/standardscaling/package-summary.html">org.apache.ignite.ml.preprocessing.standardscaling</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/preprocessing/standardscaling/StandardScalerPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.standardscaling">StandardScalerPreprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/StandardScalerTrainer.html" title="type parameter in StandardScalerTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/StandardScalerTrainer.html" title="type parameter in StandardScalerTrainer">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StandardScalerTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/StandardScalerTrainer.html#fit-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/StandardScalerTrainer.html" title="type parameter in StandardScalerTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/StandardScalerTrainer.html" title="type parameter in StandardScalerTrainer">V</a>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/StandardScalerTrainer.html" title="type parameter in StandardScalerTrainer">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/StandardScalerTrainer.html" title="type parameter in StandardScalerTrainer">V</a>> basePreprocessor)</code> |
| <div class="block">Fits preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.recommendation"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/recommendation/package-summary.html">org.apache.ignite.ml.recommendation</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/recommendation/package-summary.html">org.apache.ignite.ml.recommendation</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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,O extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,S extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../org/apache/ignite/ml/recommendation/RecommendationModel.html" title="class in org.apache.ignite.ml.recommendation">RecommendationModel</a><O,S></code></td> |
| <td class="colLast"><span class="typeNameLabel">RecommendationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/recommendation/RecommendationTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-">fit</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,? extends <a href="../../../../../../org/apache/ignite/ml/recommendation/ObjectSubjectRatingTriplet.html" title="class in org.apache.ignite.ml.recommendation">ObjectSubjectRatingTriplet</a><O,S>> datasetBuilder)</code> |
| <div class="block">Fits prediction model.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/recommendation/RecommendationModel.html" title="class in org.apache.ignite.ml.recommendation">RecommendationModel</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">RecommendationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/recommendation/RecommendationTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-java.lang.String-java.lang.String-java.lang.String-">fit</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>,<a href="../../../../../../org/apache/ignite/binary/BinaryObject.html" title="interface in org.apache.ignite.binary">BinaryObject</a>> datasetBuilder, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> objFieldName, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> subjFieldName, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> ratingFieldName)</code> |
| <div class="block">Fits prediction model on a data stored in binary format.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,O extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,S extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../org/apache/ignite/ml/recommendation/RecommendationModel.html" title="class in org.apache.ignite.ml.recommendation">RecommendationModel</a><O,S></code></td> |
| <td class="colLast"><span class="typeNameLabel">RecommendationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/recommendation/RecommendationTrainer.html#update-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.recommendation.RecommendationModel-">update</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,? extends <a href="../../../../../../org/apache/ignite/ml/recommendation/ObjectSubjectRatingTriplet.html" title="class in org.apache.ignite.ml.recommendation">ObjectSubjectRatingTriplet</a><O,S>> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/recommendation/RecommendationModel.html" title="class in org.apache.ignite.ml.recommendation">RecommendationModel</a><O,S> mdl)</code> |
| <div class="block">Fits prediction model.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/recommendation/RecommendationModel.html" title="class in org.apache.ignite.ml.recommendation">RecommendationModel</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">RecommendationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/recommendation/RecommendationTrainer.html#update-org.apache.ignite.ml.dataset.DatasetBuilder-java.lang.String-java.lang.String-java.lang.String-org.apache.ignite.ml.recommendation.RecommendationModel-">update</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a>,<a href="../../../../../../org/apache/ignite/binary/BinaryObject.html" title="interface in org.apache.ignite.binary">BinaryObject</a>> datasetBuilder, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> objFieldName, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> subjFieldName, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> ratingFieldName, |
| <a href="../../../../../../org/apache/ignite/ml/recommendation/RecommendationModel.html" title="class in org.apache.ignite.ml.recommendation">RecommendationModel</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>> mdl)</code> |
| <div class="block">Updates prediction model on a data stored in binary format.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.regressions.linear"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/regressions/linear/package-summary.html">org.apache.ignite.ml.regressions.linear</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LinearRegressionLSQRTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionLSQRTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LinearRegressionSGDTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionSGDTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LinearRegressionLSQRTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionLSQRTrainer.html#updateModel-org.apache.ignite.ml.regressions.linear.LinearRegressionModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LinearRegressionSGDTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionSGDTrainer.html#updateModel-org.apache.ignite.ml.regressions.linear.LinearRegressionModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.regressions.logistic"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/regressions/logistic/package-summary.html">org.apache.ignite.ml.regressions.logistic</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/regressions/logistic/package-summary.html">org.apache.ignite.ml.regressions.logistic</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/regressions/logistic/LogisticRegressionModel.html" title="class in org.apache.ignite.ml.regressions.logistic">LogisticRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LogisticRegressionSGDTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/regressions/logistic/LogisticRegressionSGDTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/regressions/logistic/LogisticRegressionModel.html" title="class in org.apache.ignite.ml.regressions.logistic">LogisticRegressionModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LogisticRegressionSGDTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/regressions/logistic/LogisticRegressionSGDTrainer.html#updateModel-org.apache.ignite.ml.regressions.logistic.LogisticRegressionModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/regressions/logistic/LogisticRegressionModel.html" title="class in org.apache.ignite.ml.regressions.logistic">LogisticRegressionModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.selection.cv"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a> with type arguments of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractCrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#score-java.util.function.Function-">score</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/function/Function.html?is-external=true" title="class or interface in java.util.function">Function</a><<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">V</a>>,<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">V</a>>> datasetBuilderSupplier)</code> |
| <div class="block">Computes cross-validated metrics.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected double[]</code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractCrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#scorePipeline-java.util.function.Function-">scorePipeline</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/function/Function.html?is-external=true" title="class or interface in java.util.function">Function</a><<a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">V</a>>,<a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">V</a>>> datasetBuilderSupplier)</code> |
| <div class="block">Computes cross-validated metrics.</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/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 <K,V> <a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/EvaluationResult.html" title="class in org.apache.ignite.ml.selection.scoring.evaluator">EvaluationResult</a></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.ml.dataset.DatasetBuilder-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.Metric...-">evaluate</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> mdl, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor, |
| <a href="../../../../../../org/apache/ignite/ml/selection/scoring/metric/Metric.html" title="interface in org.apache.ignite.ml.selection.scoring.metric">Metric</a>... metrics)</code> |
| <div class="block">Evaluate model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.sql"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/sql/package-summary.html">org.apache.ignite.ml.sql</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/sql/package-summary.html">org.apache.ignite.ml.sql</a> that implement <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/sql/SqlDatasetBuilder.html" title="class in org.apache.ignite.ml.sql">SqlDatasetBuilder</a></span></code> |
| <div class="block">Subclass of <a href="../../../../../../org/apache/ignite/ml/dataset/impl/cache/CacheBasedDatasetBuilder.html" title="class in org.apache.ignite.ml.dataset.impl.cache"><code>CacheBasedDatasetBuilder</code></a> that should be used to work with SQL tables.</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/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/svm/package-summary.html">org.apache.ignite.ml.svm</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/svm/SVMLinearClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearClassificationModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SVMLinearClassificationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/svm/SVMLinearClassificationTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/svm/SVMLinearClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearClassificationModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">SVMLinearClassificationTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/svm/SVMLinearClassificationTrainer.html#updateModel-org.apache.ignite.ml.svm.SVMLinearClassificationModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/svm/SVMLinearClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearClassificationModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.trainers"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#fit-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.environment.LearningEnvironment-">fit</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor, |
| <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> learningEnvironment)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetModel</a><<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">IW</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">OW</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">M</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">AdaptableDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected abstract <K,V> <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#update-M-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">update</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</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> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetModel</a><<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">IW</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">OW</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">M</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">AdaptableDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html#updateModel-org.apache.ignite.ml.trainers.AdaptableDatasetModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetModel</a><<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">I</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">IW</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">OW</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">M</a>> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> extractor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected abstract <K,V> <a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#updateModel-M-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="type parameter in DatasetTrainer">M</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</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/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/tree/package-summary.html">org.apache.ignite.ml.tree</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/tree/DecisionTreeModel.html" title="class in org.apache.ignite.ml.tree">DecisionTreeModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DecisionTreeTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/DecisionTreeTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/tree/DecisionTreeModel.html" title="class in org.apache.ignite.ml.tree">DecisionTreeModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">DecisionTreeTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/DecisionTreeTrainer.html#updateModel-org.apache.ignite.ml.tree.DecisionTreeModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/tree/DecisionTreeModel.html" title="class in org.apache.ignite.ml.tree">DecisionTreeModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Trains new model based on dataset because there is no valid approach to update decision trees.</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/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></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.GDBModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">update</a></span>(<a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> vectorizer)</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> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree.randomforest"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/tree/randomforest/package-summary.html">org.apache.ignite.ml.tree.randomforest</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/tree/randomforest/package-summary.html">org.apache.ignite.ml.tree.randomforest</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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/tree/randomforest/RandomForestModel.html" title="class in org.apache.ignite.ml.tree.randomforest">RandomForestModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">RandomForestTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestTrainer.html#fitWithInitializedDeployingContext-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">fitWithInitializedDeployingContext</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Trains model based on the specified data.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <K,V> <a href="../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestModel.html" title="class in org.apache.ignite.ml.tree.randomforest">RandomForestModel</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">RandomForestTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestTrainer.html#updateModel-org.apache.ignite.ml.tree.randomforest.RandomForestModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">updateModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/tree/randomforest/RandomForestModel.html" title="class in org.apache.ignite.ml.tree.randomforest">RandomForestModel</a> mdl, |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> preprocessor)</code> |
| <div class="block">Gets state of model in arguments, update in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.util.generators"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a> in <a href="../../../../../../org/apache/ignite/ml/util/generators/package-summary.html">org.apache.ignite.ml.util.generators</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/util/generators/package-summary.html">org.apache.ignite.ml.util.generators</a> that return <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</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 <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#asDatasetBuilder-int-org.apache.ignite.lang.IgniteBiPredicate-int-">asDatasetBuilder</a></span>(int datasetSize, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> filter, |
| int partitions)</code> |
| <div class="block">Convert first N values from stream to <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>default <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#asDatasetBuilder-int-org.apache.ignite.lang.IgniteBiPredicate-int-org.apache.ignite.ml.dataset.UpstreamTransformerBuilder-">asDatasetBuilder</a></span>(int datasetSize, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> filter, |
| int partitions, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamTransformerBuilder.html" title="interface in org.apache.ignite.ml.dataset">UpstreamTransformerBuilder</a> upstreamTransformerBuilder)</code> |
| <div class="block">Convert first N values from stream to <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>default <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">DataStreamGenerator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/util/generators/DataStreamGenerator.html#asDatasetBuilder-int-int-">asDatasetBuilder</a></span>(int datasetSize, |
| int partitions)</code> |
| <div class="block">Convert first N values from stream to <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset"><code>DatasetBuilder</code></a>.</div> |
| </td> |
| </tr> |
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| </table> |
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| <p class="legalCopy"><small><table width="100%" border="0" cellspacing=0 cellpadding=0 style="padding: 5px"> <tr> <td> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <a target=_blank href="https://ignite.apache.org"><nobr>2021 Copyright © Apache Software Foundation</nobr></a> </td> </tr> </tbody> </table> </td> <td width="100%" align="right" valign="center"> <a href="https://twitter.com/ApacheIgnite" class="twitter-follow-button" data-show-count="false" data-size="large">Follow @ApacheIgnite</a> </td> </tr> <tr> <td colspan="2" valign="top" align="left"> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <b>Ignite Database and Caching Platform</b> </td> <td>: ver. <strong>2.11.0</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>: September 11 2021 </td> </tr> </tbody> </table> </td> </tr> </table></small></p> |
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