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| <h2 title="Uses of Interface org.apache.ignite.ml.preprocessing.Preprocessor" class="title">Uses of Interface<br>org.apache.ignite.ml.preprocessing.Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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.feature.extractor">org.apache.ignite.ml.dataset.feature.extractor</a></td> |
| <td class="colLast"> |
| <div class="block">Package for upstream object vectorizations.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.feature.extractor.impl">org.apache.ignite.ml.dataset.feature.extractor.impl</a></td> |
| <td class="colLast"> |
| <div class="block">Package contains default implementations of <a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor"><code>Vectorizer</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.impl.bootstrapping">org.apache.ignite.ml.dataset.impl.bootstrapping</a></td> |
| <td class="colLast"> |
| <div class="block">Base package for bootstrapped implementation of machine learning dataset.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.primitive">org.apache.ignite.ml.dataset.primitive</a></td> |
| <td class="colLast"> |
| <div class="block">Package that contains basic primitives build on top of <a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset"><code>Dataset</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.dataset.primitive.builder.data">org.apache.ignite.ml.dataset.primitive.builder.data</a></td> |
| <td class="colLast"> |
| <div class="block">Contains partition <code>data</code> builders.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn">org.apache.ignite.ml.knn</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for kNN algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.ann">org.apache.ignite.ml.knn.ann</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for ANN classification algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.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="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.developer">org.apache.ignite.ml.preprocessing.developer</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Developer API preprocessors.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.encoding.frequency">org.apache.ignite.ml.preprocessing.encoding.frequency</a></td> |
| <td class="colLast"> |
| <div class="block">Contains frequency encoding preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.encoding.label">org.apache.ignite.ml.preprocessing.encoding.label</a></td> |
| <td class="colLast"> |
| <div class="block">Contains label encoding preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.encoding.onehotencoder">org.apache.ignite.ml.preprocessing.encoding.onehotencoder</a></td> |
| <td class="colLast"> |
| <div class="block">Contains one hot encoding preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.encoding.stringencoder">org.apache.ignite.ml.preprocessing.encoding.stringencoder</a></td> |
| <td class="colLast"> |
| <div class="block">Contains string encoding preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.preprocessing.encoding.target">org.apache.ignite.ml.preprocessing.encoding.target</a></td> |
| <td class="colLast"> |
| <div class="block">Contains frequency encoding preprocessor.</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.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="altColor"> |
| <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="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.selection.cv">org.apache.ignite.ml.selection.cv</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for cross-validation algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.selection.scoring.cursor">org.apache.ignite.ml.selection.scoring.cursor</a></td> |
| <td class="colLast"> |
| <div class="block">Util classes used for score calculation.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.selection.scoring.evaluator">org.apache.ignite.ml.selection.scoring.evaluator</a></td> |
| <td class="colLast"> |
| <div class="block">Package for model evaluator classes.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.structures.partition">org.apache.ignite.ml.structures.partition</a></td> |
| <td class="colLast"> |
| <div class="block">Contains internal APIs for dataset partitioned labeled datasets.</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.data">org.apache.ignite.ml.tree.data</a></td> |
| <td class="colLast"> |
| <div class="block">Contains data and data builder required for decision tree trainers built on top of partition based dataset.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.randomforest">org.apache.ignite.ml.tree.randomforest</a></td> |
| <td class="colLast"> |
| <div class="block">Contains random forest implementation classes.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"> |
| <ul class="blockList"> |
| <li class="blockList"><a name="org.apache.ignite.ml.clustering.gmm"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> |
| </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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> |
| </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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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>,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/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.Ignite-org.apache.ignite.IgniteCache-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/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> upstreamCache, |
| <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.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleDataset</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> upstreamCache, |
| <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,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.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleDataset</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> upstreamCache, |
| <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="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>,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-java.util.Map-int-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleDataset</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> upstreamMap, |
| int partitions, |
| <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 local <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="altColor"> |
| <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-java.util.Map-int-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleDataset</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> upstreamMap, |
| int partitions, |
| <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 local <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="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>,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="altColor"> |
| <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> |
| <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>,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.Ignite-org.apache.ignite.IgniteCache-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/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> upstreamCache, |
| <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="altColor"> |
| <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.Ignite-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.IgniteCache-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleLabeledDataset</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <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/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> upstreamCache, |
| <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> |
| <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>,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-java.util.Map-int-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-org.apache.ignite.ml.dataset.PartitionContextBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleLabeledDataset</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> upstreamMap, |
| int partitions, |
| <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 local <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="altColor"> |
| <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-java.util.Map-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-int-org.apache.ignite.ml.preprocessing.Preprocessor-">createSimpleLabeledDataset</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> upstreamMap, |
| <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironmentBuilder.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironmentBuilder</a> envBuilder, |
| int partitions, |
| <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 local <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.feature.extractor"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/package-summary.html">org.apache.ignite.ml.dataset.feature.extractor</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/feature/extractor/package-summary.html">org.apache.ignite.ml.dataset.feature.extractor</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/ExtractionUtils.ArrayLikeObjectLabelVectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor">ExtractionUtils.ArrayLikeObjectLabelVectorizer</a><K,V></span></code> |
| <div class="block">Vectorizer extracting vectors from array-like structure with finite size and integer coordinates.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/ExtractionUtils.ArrayLikeVectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor">ExtractionUtils.ArrayLikeVectorizer</a><K,V></span></code> |
| <div class="block">Vectorizer extracting vectors from array-like structure with finite size and integer coordinates.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/ExtractionUtils.DefaultLabelVectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor">ExtractionUtils.DefaultLabelVectorizer</a><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>></span></code> |
| <div class="block">Vectorizer with double-label containing on same level as feature values.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/ExtractionUtils.IntCoordObjectLabelVectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor">ExtractionUtils.IntCoordObjectLabelVectorizer</a><K,V></span></code> |
| <div class="block">Vectorizer with integer coordinates.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/ExtractionUtils.IntCoordVectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor">ExtractionUtils.IntCoordVectorizer</a><K,V></span></code> |
| <div class="block">Vectorizer with integer coordinates.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/ExtractionUtils.ObjectLabelVectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor">ExtractionUtils.ObjectLabelVectorizer</a><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>></span></code> |
| <div class="block">Vectorizer with String-label containing on same level as feature values.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/ExtractionUtils.StringCoordVectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor">ExtractionUtils.StringCoordVectorizer</a><K,V></span></code> |
| <div class="block">Vectorizer with String-coordinates.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor">Vectorizer</a><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>,L></span></code> |
| <div class="block">Class for extracting labeled vectors from upstream.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/Vectorizer.VectorizerAdapter.html" title="class in org.apache.ignite.ml.dataset.feature.extractor">Vectorizer.VectorizerAdapter</a><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>,L></span></code> |
| <div class="block">Utility class for convenient overridings.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.feature.extractor.impl"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/package-summary.html">org.apache.ignite.ml.dataset.feature.extractor.impl</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/feature/extractor/impl/package-summary.html">org.apache.ignite.ml.dataset.feature.extractor.impl</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/feature/extractor/impl/BinaryObjectVectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor.impl">BinaryObjectVectorizer</a><K></span></code> |
| <div class="block">Vectorizer on binary objects.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/DoubleArrayVectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor.impl">DoubleArrayVectorizer</a><K></span></code> |
| <div class="block">Vectorizer on arrays of doubles.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/DummyVectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor.impl">DummyVectorizer</a><K></span></code> |
| <div class="block">Vectorizer on Vector.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/LabeledDummyVectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor.impl">LabeledDummyVectorizer</a><K,L></span></code> |
| <div class="block">Vectorizer on LabeledVector.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/feature/extractor/impl/ObjectArrayVectorizer.html" title="class in org.apache.ignite.ml.dataset.feature.extractor.impl">ObjectArrayVectorizer</a><K></span></code> |
| <div class="block">Vectorizer on arrays of objects.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.impl.bootstrapping"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/package-summary.html">org.apache.ignite.ml.dataset.impl.bootstrapping</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/dataset/impl/bootstrapping/package-summary.html">org.apache.ignite.ml.dataset.impl.bootstrapping</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.html#BootstrappedDatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-int-double-">BootstrappedDatasetBuilder</a></span>(<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/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.html" title="type parameter in BootstrappedDatasetBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/impl/bootstrapping/BootstrappedDatasetBuilder.html" title="type parameter in BootstrappedDatasetBuilder">V</a>> preprocessor, |
| int samplesCnt, |
| double subsampleSize)</code> |
| <div class="block">Creates an instance of BootstrappedDatasetBuilder.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.primitive"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/package-summary.html">org.apache.ignite.ml.dataset.primitive</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/dataset/primitive/package-summary.html">org.apache.ignite.ml.dataset.primitive</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/FeatureMatrixWithLabelsOnHeapDataBuilder.html#FeatureMatrixWithLabelsOnHeapDataBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">FeatureMatrixWithLabelsOnHeapDataBuilder</a></span>(<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/dataset/primitive/FeatureMatrixWithLabelsOnHeapDataBuilder.html" title="type parameter in FeatureMatrixWithLabelsOnHeapDataBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/FeatureMatrixWithLabelsOnHeapDataBuilder.html" title="type parameter in FeatureMatrixWithLabelsOnHeapDataBuilder">V</a>> preprocessor)</code> |
| <div class="block">Constructs a new instance of decision tree data builder.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.dataset.primitive.builder.data"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/package-summary.html">org.apache.ignite.ml.dataset.primitive.builder.data</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/dataset/primitive/builder/data/package-summary.html">org.apache.ignite.ml.dataset.primitive.builder.data</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleDatasetDataBuilder.html#SimpleDatasetDataBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">SimpleDatasetDataBuilder</a></span>(<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/dataset/primitive/builder/data/SimpleDatasetDataBuilder.html" title="type parameter in SimpleDatasetDataBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleDatasetDataBuilder.html" title="type parameter in SimpleDatasetDataBuilder">V</a>> preprocessor)</code> |
| <div class="block">Construct a new instance of partition <code>data</code> builder that makes <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleDatasetData</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleLabeledDatasetDataBuilder.html#SimpleLabeledDatasetDataBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">SimpleLabeledDatasetDataBuilder</a></span>(<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/dataset/primitive/builder/data/SimpleLabeledDatasetDataBuilder.html" title="type parameter in SimpleLabeledDatasetDataBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/dataset/primitive/builder/data/SimpleLabeledDatasetDataBuilder.html" title="type parameter in SimpleLabeledDatasetDataBuilder">V</a>> vectorizer)</code> |
| <div class="block">Constructs a new instance of partition <code>data</code> builder that makes <a href="../../../../../../org/apache/ignite/ml/dataset/primitive/data/SimpleLabeledDatasetData.html" title="class in org.apache.ignite.ml.dataset.primitive.data"><code>SimpleLabeledDatasetData</code></a>.</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> |
| <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/knn/package-summary.html">org.apache.ignite.ml.knn</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/knn/KNNPartitionDataBuilder.html#KNNPartitionDataBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.knn.utils.indices.SpatialIndexType-org.apache.ignite.ml.math.distances.DistanceMeasure-">KNNPartitionDataBuilder</a></span>(<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/knn/KNNPartitionDataBuilder.html" title="type parameter in KNNPartitionDataBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/knn/KNNPartitionDataBuilder.html" title="type parameter in KNNPartitionDataBuilder">V</a>> preprocessor, |
| <a href="../../../../../../org/apache/ignite/ml/knn/utils/indices/SpatialIndexType.html" title="enum in org.apache.ignite.ml.knn.utils.indices">SpatialIndexType</a> spatialIdxType, |
| <a href="../../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a> distanceMeasure)</code> |
| <div class="block">Constructs a new instance of KNN partition data builder.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.ann"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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.multiclass"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a> that return <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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#getFinalPreprocessor--">getFinalPreprocessor</a></span>()</code> |
| <div class="block">Returns the final preprocessor for evaluation needs.</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/pipeline/PipelineMdl.html" title="type parameter in PipelineMdl">K</a>,<a href="../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="type parameter in PipelineMdl">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">PipelineMdl.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html#getPreprocessor--">getPreprocessor</a></span>()</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="class in org.apache.ignite.ml.pipeline">PipelineMdl</a><<a href="../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="type parameter in PipelineMdl">K</a>,<a href="../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="type parameter in PipelineMdl">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">PipelineMdl.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html#withPreprocessor-org.apache.ignite.ml.preprocessing.Preprocessor-">withPreprocessor</a></span>(<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/pipeline/PipelineMdl.html" title="type parameter in PipelineMdl">K</a>,<a href="../../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="type parameter in PipelineMdl">V</a>> preprocessor)</code> </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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> that return <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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>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.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../org/apache/ignite/ml/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>> cache, |
| <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="altColor"> |
| <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> |
| <tr class="rowColor"> |
| <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.environment.LearningEnvironmentBuilder-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-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/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../org/apache/ignite/ml/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>> cache, |
| <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="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.environment.LearningEnvironmentBuilder-java.util.Map-int-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="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="../../../../../../org/apache/ignite/ml/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>> data, |
| int parts, |
| <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>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-java.util.Map-int-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="../../../../../../org/apache/ignite/ml/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>> data, |
| int parts, |
| <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="altColor"> |
| <td class="colFirst"><code>default <L1,L2> <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/Preprocessor.html" title="type parameter in Preprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="type parameter in Preprocessor">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">Preprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html#map-org.apache.ignite.ml.math.functions.IgniteFunction-">map</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><L1>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><L2>> func)</code> |
| <div class="block">Map vectorizer answer.</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/preprocessing/package-summary.html">org.apache.ignite.ml.preprocessing</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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>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.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../org/apache/ignite/ml/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>> cache, |
| <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="altColor"> |
| <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> |
| <tr class="rowColor"> |
| <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.environment.LearningEnvironmentBuilder-org.apache.ignite.Ignite-org.apache.ignite.IgniteCache-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/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../org/apache/ignite/ml/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>> cache, |
| <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="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.environment.LearningEnvironmentBuilder-java.util.Map-int-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="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="../../../../../../org/apache/ignite/ml/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>> data, |
| int parts, |
| <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>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-java.util.Map-int-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="../../../../../../org/apache/ignite/ml/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>> data, |
| int parts, |
| <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="altColor"> |
| <td class="colFirst"><code>default <a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">PreprocessingTrainer.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/PreprocessingTrainer.html#learningEnvironment-org.apache.ignite.ml.preprocessing.Preprocessor-">learningEnvironment</a></span>(<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">Returns local learning environment with initialized deploying context by base 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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/package-summary.html">org.apache.ignite.ml.preprocessing.binarization</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/binarization/BinarizationPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.binarization">BinarizationPreprocessor</a><K,V></span></code> |
| <div class="block">Preprocessing function that makes binarization.</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/preprocessing/binarization/package-summary.html">org.apache.ignite.ml.preprocessing.binarization</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> |
| <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/preprocessing/binarization/package-summary.html">org.apache.ignite.ml.preprocessing.binarization</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/binarization/BinarizationPreprocessor.html#BinarizationPreprocessor-double-org.apache.ignite.ml.preprocessing.Preprocessor-">BinarizationPreprocessor</a></span>(double threshold, |
| <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/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/binarization/BinarizationPreprocessor.html" title="type parameter in BinarizationPreprocessor">V</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of Binarization preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.developer"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/package-summary.html">org.apache.ignite.ml.preprocessing.developer</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/preprocessing/developer/package-summary.html">org.apache.ignite.ml.preprocessing.developer</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/developer/MappedPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.developer">MappedPreprocessor</a><K,V,L0,L1></span></code> |
| <div class="block">Mapped Preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.developer">PatchedPreprocessor</a><K,V,L1,L2></span></code> |
| <div class="block">Preprocessing function that makes binarization.</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/preprocessing/developer/package-summary.html">org.apache.ignite.ml.preprocessing.developer</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/developer/MappedPreprocessor.html#MappedPreprocessor-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.math.functions.IgniteFunction-">MappedPreprocessor</a></span>(<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/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">V</a>> original, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">L0</a>>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/MappedPreprocessor.html" title="type parameter in MappedPreprocessor">L1</a>>> andThen)</code> |
| <div class="block">Creates an instance of MappedPreprocessor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html#PatchedPreprocessor-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.preprocessing.Preprocessor-">PatchedPreprocessor</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html" title="type parameter in PatchedPreprocessor">L1</a>>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html" title="type parameter in PatchedPreprocessor">L2</a>>> lbPatcher, |
| <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/developer/PatchedPreprocessor.html" title="type parameter in PatchedPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/developer/PatchedPreprocessor.html" title="type parameter in PatchedPreprocessor">V</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of Binarization 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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/package-summary.html">org.apache.ignite.ml.preprocessing.encoding</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/encoding/EncoderPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.encoding">EncoderPreprocessor</a><K,V></span></code> |
| <div class="block">Preprocessing function that makes encoding.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation"> |
| <caption><span>Fields in <a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/package-summary.html">org.apache.ignite.ml.preprocessing.encoding</a> declared as <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Field and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/EncoderPreprocessor.html" title="type parameter in EncoderPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/EncoderPreprocessor.html" title="type parameter in EncoderPreprocessor">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">EncoderPreprocessor.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/EncoderPreprocessor.html#basePreprocessor">basePreprocessor</a></span></code> |
| <div class="block">Base preprocessor.</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/preprocessing/encoding/package-summary.html">org.apache.ignite.ml.preprocessing.encoding</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> |
| <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/preprocessing/encoding/package-summary.html">org.apache.ignite.ml.preprocessing.encoding</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/encoding/EncoderPreprocessor.html#EncoderPreprocessor-java.util.Map:A-org.apache.ignite.ml.preprocessing.Preprocessor-java.util.Set-">EncoderPreprocessor</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>>[] encodingValues, |
| <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/EncoderPreprocessor.html" title="type parameter in EncoderPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/EncoderPreprocessor.html" title="type parameter in EncoderPreprocessor">V</a>> basePreprocessor, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>> handledIndices)</code> |
| <div class="block">Constructs a new instance of Encoder preprocessor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/EncoderPreprocessor.html#EncoderPreprocessor-java.util.Map-org.apache.ignite.ml.preprocessing.Preprocessor-">EncoderPreprocessor</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>> labelFrequencies, |
| <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/EncoderPreprocessor.html" title="type parameter in EncoderPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/EncoderPreprocessor.html" title="type parameter in EncoderPreprocessor">V</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of Encoder preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.encoding.frequency"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/frequency/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.frequency</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/preprocessing/encoding/frequency/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.frequency</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/encoding/frequency/FrequencyEncoderPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.encoding.frequency">FrequencyEncoderPreprocessor</a><K,V></span></code> |
| <div class="block">Preprocessing function that makes Frequency encoding.</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/preprocessing/encoding/frequency/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.frequency</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/encoding/frequency/FrequencyEncoderPreprocessor.html#FrequencyEncoderPreprocessor-java.util.Map:A-org.apache.ignite.ml.preprocessing.Preprocessor-java.util.Set-">FrequencyEncoderPreprocessor</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</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>>[] encodingFrequencies, |
| <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/frequency/FrequencyEncoderPreprocessor.html" title="type parameter in FrequencyEncoderPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/frequency/FrequencyEncoderPreprocessor.html" title="type parameter in FrequencyEncoderPreprocessor">V</a>> basePreprocessor, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>> handledIndices)</code> |
| <div class="block">Constructs a new instance of Frequency Encoder preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.encoding.label"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/label/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.label</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/preprocessing/encoding/label/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.label</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/encoding/label/LabelEncoderPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.encoding.label">LabelEncoderPreprocessor</a><K,V></span></code> |
| <div class="block">Preprocessing function that makes Label encoding.</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/preprocessing/encoding/label/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.label</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/encoding/label/LabelEncoderPreprocessor.html#LabelEncoderPreprocessor-java.util.Map-org.apache.ignite.ml.preprocessing.Preprocessor-">LabelEncoderPreprocessor</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>> labelFrequencies, |
| <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/label/LabelEncoderPreprocessor.html" title="type parameter in LabelEncoderPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/label/LabelEncoderPreprocessor.html" title="type parameter in LabelEncoderPreprocessor">V</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of Label Encoder preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.encoding.onehotencoder"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/onehotencoder/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.onehotencoder</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/preprocessing/encoding/onehotencoder/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.onehotencoder</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/encoding/onehotencoder/OneHotEncoderPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.encoding.onehotencoder">OneHotEncoderPreprocessor</a><K,V></span></code> |
| <div class="block">Preprocessing function that makes one-hot encoding.</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/preprocessing/encoding/onehotencoder/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.onehotencoder</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/encoding/onehotencoder/OneHotEncoderPreprocessor.html#OneHotEncoderPreprocessor-java.util.Map:A-org.apache.ignite.ml.preprocessing.Preprocessor-java.util.Set-">OneHotEncoderPreprocessor</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>>[] encodingValues, |
| <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/onehotencoder/OneHotEncoderPreprocessor.html" title="type parameter in OneHotEncoderPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/onehotencoder/OneHotEncoderPreprocessor.html" title="type parameter in OneHotEncoderPreprocessor">V</a>> basePreprocessor, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>> handledIndices)</code> |
| <div class="block">Constructs a new instance of One Hot Encoder preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.encoding.stringencoder"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/stringencoder/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.stringencoder</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/preprocessing/encoding/stringencoder/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.stringencoder</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/encoding/stringencoder/StringEncoderPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.encoding.stringencoder">StringEncoderPreprocessor</a><K,V></span></code> |
| <div class="block">Preprocessing function that makes String encoding.</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/preprocessing/encoding/stringencoder/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.stringencoder</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/encoding/stringencoder/StringEncoderPreprocessor.html#StringEncoderPreprocessor-java.util.Map:A-org.apache.ignite.ml.preprocessing.Preprocessor-java.util.Set-">StringEncoderPreprocessor</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>>[] encodingValues, |
| <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/stringencoder/StringEncoderPreprocessor.html" title="type parameter in StringEncoderPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/stringencoder/StringEncoderPreprocessor.html" title="type parameter in StringEncoderPreprocessor">V</a>> basePreprocessor, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>> handledIndices)</code> |
| <div class="block">Constructs a new instance of String Encoder preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.preprocessing.encoding.target"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/target/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.target</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/preprocessing/encoding/target/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.target</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/encoding/target/TargetEncoderPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.encoding.target">TargetEncoderPreprocessor</a><K,V></span></code> |
| <div class="block">Preprocessing function that makes Target encoding.</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/preprocessing/encoding/target/package-summary.html">org.apache.ignite.ml.preprocessing.encoding.target</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/encoding/target/TargetEncoderPreprocessor.html#TargetEncoderPreprocessor-org.apache.ignite.ml.preprocessing.encoding.target.TargetEncodingMeta:A-org.apache.ignite.ml.preprocessing.Preprocessor-java.util.Set-">TargetEncoderPreprocessor</a></span>(<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/target/TargetEncodingMeta.html" title="class in org.apache.ignite.ml.preprocessing.encoding.target">TargetEncodingMeta</a>[] targetCounters, |
| <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/target/TargetEncoderPreprocessor.html" title="type parameter in TargetEncoderPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/encoding/target/TargetEncoderPreprocessor.html" title="type parameter in TargetEncoderPreprocessor">V</a>> basePreprocessor, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>> handledIndices)</code> |
| <div class="block">Constructs a new instance of Frequency Encoder 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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../org/apache/ignite/ml/preprocessing/finalization/package-summary.html">org.apache.ignite.ml.preprocessing.finalization</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/finalization/VectorFinalizationPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.finalization">VectorFinalizationPreprocessor</a><K,V></span></code> |
| <div class="block">Preprocessing function that makes vector finalization.</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/preprocessing/finalization/package-summary.html">org.apache.ignite.ml.preprocessing.finalization</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> |
| <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/preprocessing/finalization/package-summary.html">org.apache.ignite.ml.preprocessing.finalization</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/finalization/VectorFinalizationPreprocessor.html#VectorFinalizationPreprocessor-org.apache.ignite.ml.preprocessing.Preprocessor-">VectorFinalizationPreprocessor</a></span>(<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/VectorFinalizationPreprocessor.html" title="type parameter in VectorFinalizationPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/finalization/VectorFinalizationPreprocessor.html" title="type parameter in VectorFinalizationPreprocessor">V</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of Binarization 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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../org/apache/ignite/ml/preprocessing/imputing/package-summary.html">org.apache.ignite.ml.preprocessing.imputing</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/imputing/ImputerPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.imputing">ImputerPreprocessor</a><K,V></span></code> |
| <div class="block">Preprocessing function that makes imputing.</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/preprocessing/imputing/package-summary.html">org.apache.ignite.ml.preprocessing.imputing</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> |
| <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/preprocessing/imputing/package-summary.html">org.apache.ignite.ml.preprocessing.imputing</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/imputing/ImputerPreprocessor.html#ImputerPreprocessor-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.preprocessing.Preprocessor-">ImputerPreprocessor</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> imputingValues, |
| <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/ImputerPreprocessor.html" title="type parameter in ImputerPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/imputing/ImputerPreprocessor.html" title="type parameter in ImputerPreprocessor">V</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of imputing 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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/package-summary.html">org.apache.ignite.ml.preprocessing.maxabsscaling</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.maxabsscaling">MaxAbsScalerPreprocessor</a><K,V></span></code> |
| <div class="block">The preprocessing function that makes maxabsscaling, transforms features to the scale <code>[-1,+1]</code>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/package-summary.html">org.apache.ignite.ml.preprocessing.maxabsscaling</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> |
| <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/preprocessing/maxabsscaling/package-summary.html">org.apache.ignite.ml.preprocessing.maxabsscaling</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.html#MaxAbsScalerPreprocessor-double:A-org.apache.ignite.ml.preprocessing.Preprocessor-">MaxAbsScalerPreprocessor</a></span>(double[] maxAbs, |
| <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/MaxAbsScalerPreprocessor.html" title="type parameter in MaxAbsScalerPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/maxabsscaling/MaxAbsScalerPreprocessor.html" title="type parameter in MaxAbsScalerPreprocessor">V</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of maxabsscaling 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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/package-summary.html">org.apache.ignite.ml.preprocessing.minmaxscaling</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.minmaxscaling">MinMaxScalerPreprocessor</a><K,V></span></code> |
| <div class="block">Preprocessing function that makes minmaxscaling.</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/preprocessing/minmaxscaling/package-summary.html">org.apache.ignite.ml.preprocessing.minmaxscaling</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> |
| <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/preprocessing/minmaxscaling/package-summary.html">org.apache.ignite.ml.preprocessing.minmaxscaling</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.html#MinMaxScalerPreprocessor-double:A-double:A-org.apache.ignite.ml.preprocessing.Preprocessor-">MinMaxScalerPreprocessor</a></span>(double[] min, |
| double[] max, |
| <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/MinMaxScalerPreprocessor.html" title="type parameter in MinMaxScalerPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/minmaxscaling/MinMaxScalerPreprocessor.html" title="type parameter in MinMaxScalerPreprocessor">V</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of minmaxscaling 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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../org/apache/ignite/ml/preprocessing/normalization/package-summary.html">org.apache.ignite.ml.preprocessing.normalization</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/normalization/NormalizationPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.normalization">NormalizationPreprocessor</a><K,V></span></code> |
| <div class="block">Preprocessing function that makes normalization.</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/preprocessing/normalization/package-summary.html">org.apache.ignite.ml.preprocessing.normalization</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> |
| <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/preprocessing/normalization/package-summary.html">org.apache.ignite.ml.preprocessing.normalization</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/normalization/NormalizationPreprocessor.html#NormalizationPreprocessor-int-org.apache.ignite.ml.preprocessing.Preprocessor-">NormalizationPreprocessor</a></span>(int p, |
| <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/NormalizationPreprocessor.html" title="type parameter in NormalizationPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/normalization/NormalizationPreprocessor.html" title="type parameter in NormalizationPreprocessor">V</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of Normalization 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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/package-summary.html">org.apache.ignite.ml.preprocessing.standardscaling</a> that implement <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/standardscaling/StandardScalerPreprocessor.html" title="class in org.apache.ignite.ml.preprocessing.standardscaling">StandardScalerPreprocessor</a><K,V></span></code> |
| <div class="block">The preprocessing function that makes standard scaling, transforms features to make <code>mean</code> equal to <code>0</code> |
| and <code>variance</code> equal to <code>1</code>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/package-summary.html">org.apache.ignite.ml.preprocessing.standardscaling</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> |
| <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/preprocessing/standardscaling/package-summary.html">org.apache.ignite.ml.preprocessing.standardscaling</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/standardscaling/StandardScalerPreprocessor.html#StandardScalerPreprocessor-double:A-double:A-org.apache.ignite.ml.preprocessing.Preprocessor-">StandardScalerPreprocessor</a></span>(double[] means, |
| double[] sigmas, |
| <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/StandardScalerPreprocessor.html" title="type parameter in StandardScalerPreprocessor">K</a>,<a href="../../../../../../org/apache/ignite/ml/preprocessing/standardscaling/StandardScalerPreprocessor.html" title="type parameter in StandardScalerPreprocessor">V</a>> basePreprocessor)</code> |
| <div class="block">Constructs a new instance of standardscaling preprocessor.</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation"> |
| <caption><span>Fields in <a href="../../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a> declared as <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Field and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractCrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#preprocessor">preprocessor</a></span></code> |
| <div class="block">Preprocessor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">AbstractCrossValidation</a><<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">M</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="type parameter in AbstractCrossValidation">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">AbstractCrossValidation.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#withPreprocessor-org.apache.ignite.ml.preprocessing.Preprocessor-">withPreprocessor</a></span>(<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/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>> preprocessor)</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.selection.scoring.cursor"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/package-summary.html">org.apache.ignite.ml.selection.scoring.cursor</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/package-summary.html">org.apache.ignite.ml.selection.scoring.cursor</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html#CacheBasedLabelPairCursor-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.IgniteModel-">CacheBasedLabelPairCursor</a></span>(<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>> upstreamCache, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>> filter, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>> preprocessor, |
| <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">L</a>> mdl)</code> |
| <div class="block">Constructs a new instance of cache based truth with prediction cursor.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html#CacheBasedLabelPairCursor-org.apache.ignite.IgniteCache-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.IgniteModel-">CacheBasedLabelPairCursor</a></span>(<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>> upstreamCache, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">V</a>> preprocessor, |
| <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/CacheBasedLabelPairCursor.html" title="type parameter in CacheBasedLabelPairCursor">L</a>> mdl)</code> |
| <div class="block">Constructs a new instance of cache based truth with prediction cursor.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html#LocalLabelPairCursor-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.IgniteModel-">LocalLabelPairCursor</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>> upstreamMap, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>> filter, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">V</a>> preprocessor, |
| <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../../org/apache/ignite/ml/selection/scoring/cursor/LocalLabelPairCursor.html" title="type parameter in LocalLabelPairCursor">L</a>> mdl)</code> |
| <div class="block">Constructs a new instance of local truth with prediction cursor.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.selection.scoring.evaluator"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V> double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Evaluator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.html#evaluate-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.Metric-">evaluate</a></span>(<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> dataCache, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../../org/apache/ignite/ml/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> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Evaluator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.html#evaluate-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.MetricName-">evaluate</a></span>(<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> dataCache, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../../org/apache/ignite/ml/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/MetricName.html" title="enum in org.apache.ignite.ml.selection.scoring.metric">MetricName</a> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V> double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Evaluator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.html#evaluate-org.apache.ignite.IgniteCache-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.Metric-">evaluate</a></span>(<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> dataCache, |
| <a href="../../../../../../org/apache/ignite/ml/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> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Evaluator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.html#evaluate-org.apache.ignite.IgniteCache-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.MetricName-">evaluate</a></span>(<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> dataCache, |
| <a href="../../../../../../org/apache/ignite/ml/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/MetricName.html" title="enum in org.apache.ignite.ml.selection.scoring.metric">MetricName</a> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V> double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Evaluator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.html#evaluate-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.Metric-">evaluate</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> dataCache, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../../org/apache/ignite/ml/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> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Evaluator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.html#evaluate-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.MetricName-">evaluate</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> dataCache, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../../org/apache/ignite/ml/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/MetricName.html" title="enum in org.apache.ignite.ml.selection.scoring.metric">MetricName</a> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <K,V> double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Evaluator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.html#evaluate-java.util.Map-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.Metric-">evaluate</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> dataCache, |
| <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> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <K,V> double</code></td> |
| <td class="colLast"><span class="typeNameLabel">Evaluator.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/scoring/evaluator/Evaluator.html#evaluate-java.util.Map-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-org.apache.ignite.ml.selection.scoring.metric.MetricName-">evaluate</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> dataCache, |
| <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/MetricName.html" title="enum in org.apache.ignite.ml.selection.scoring.metric">MetricName</a> metric)</code> |
| <div class="block">Computes the given metric on the given cache.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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#evaluateBinaryClassification-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateBinaryClassification</a></span>(<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> dataCache, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../../org/apache/ignite/ml/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)</code> |
| <div class="block">Evaluate binary classifier by default metrics (see package classification).</div> |
| </td> |
| </tr> |
| <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#evaluateBinaryClassification-org.apache.ignite.IgniteCache-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateBinaryClassification</a></span>(<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> dataCache, |
| <a href="../../../../../../org/apache/ignite/ml/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)</code> |
| <div class="block">Evaluate binary classifier by default metrics (see package classification).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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#evaluateBinaryClassification-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateBinaryClassification</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> dataCache, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../../org/apache/ignite/ml/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)</code> |
| <div class="block">Evaluate binary classifier by default metrics (see package classification).</div> |
| </td> |
| </tr> |
| <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#evaluateBinaryClassification-java.util.Map-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateBinaryClassification</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> dataCache, |
| <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)</code> |
| <div class="block">Evaluate binary classifier by default metrics (see package classification).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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#evaluateRegression-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateRegression</a></span>(<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> dataCache, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../../org/apache/ignite/ml/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)</code> |
| <div class="block">Evaluate regression by default metrics (see package regression).</div> |
| </td> |
| </tr> |
| <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#evaluateRegression-org.apache.ignite.IgniteCache-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateRegression</a></span>(<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> dataCache, |
| <a href="../../../../../../org/apache/ignite/ml/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)</code> |
| <div class="block">Evaluate regression by default metrics (see package regression).</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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#evaluateRegression-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateRegression</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> dataCache, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../../org/apache/ignite/ml/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)</code> |
| <div class="block">Evaluate regression by default metrics (see package regression).</div> |
| </td> |
| </tr> |
| <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#evaluateRegression-java.util.Map-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.preprocessing.Preprocessor-">evaluateRegression</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> dataCache, |
| <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)</code> |
| <div class="block">Evaluate regression by default metrics (see package regression).</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.structures.partition"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/structures/partition/package-summary.html">org.apache.ignite.ml.structures.partition</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/structures/partition/package-summary.html">org.apache.ignite.ml.structures.partition</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html#LabeledDatasetPartitionDataBuilderOnHeap-org.apache.ignite.ml.preprocessing.Preprocessor-">LabeledDatasetPartitionDataBuilderOnHeap</a></span>(<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/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">K</a>,<a href="../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">V</a>> preprocessor)</code> |
| <div class="block">Constructs a new instance of SVM partition data builder.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/structures/partition/LabelPartitionDataBuilderOnHeap.html#LabelPartitionDataBuilderOnHeap-org.apache.ignite.ml.preprocessing.Preprocessor-">LabelPartitionDataBuilderOnHeap</a></span>(<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/structures/partition/LabelPartitionDataBuilderOnHeap.html" title="type parameter in LabelPartitionDataBuilderOnHeap">K</a>,<a href="../../../../../../org/apache/ignite/ml/structures/partition/LabelPartitionDataBuilderOnHeap.html" title="type parameter in LabelPartitionDataBuilderOnHeap">V</a>> preprocessor)</code> |
| <div class="block">Constructs a new instance of Label partition data builder.</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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 subinterfaces, and an explanation"> |
| <caption><span>Subinterfaces of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Interface and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>interface </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/FeatureLabelExtractor.html" title="interface in org.apache.ignite.ml.trainers">FeatureLabelExtractor</a><K,V,L></span></code> |
| <div class="block">Class fro extracting features and vectors from upstream.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/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.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> cache, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../../org/apache/ignite/ml/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.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> cache, |
| <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#fit-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-int-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> data, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| int parts, |
| <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-java.util.Map-int-org.apache.ignite.ml.preprocessing.Preprocessor-">fit</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> data, |
| int parts, |
| <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/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><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.Ignite-org.apache.ignite.IgniteCache-org.apache.ignite.lang.IgniteBiPredicate-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/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> cache, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| <a href="../../../../../../org/apache/ignite/ml/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> |
| <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.Ignite-org.apache.ignite.IgniteCache-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/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><K,V> cache, |
| <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> |
| <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#update-M-java.util.Map-org.apache.ignite.lang.IgniteBiPredicate-int-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="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> data, |
| <a href="../../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><K,V> filter, |
| int parts, |
| <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> |
| <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-java.util.Map-int-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="https://docs.oracle.com/javase/8/docs/api/java/util/Map.html?is-external=true" title="class or interface in java.util">Map</a><K,V> data, |
| int parts, |
| <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> |
| <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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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.data"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a> in <a href="../../../../../../org/apache/ignite/ml/tree/data/package-summary.html">org.apache.ignite.ml.tree.data</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/tree/data/package-summary.html">org.apache.ignite.ml.tree.data</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeDataBuilder.html#DecisionTreeDataBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-boolean-">DecisionTreeDataBuilder</a></span>(<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/tree/data/DecisionTreeDataBuilder.html" title="type parameter in DecisionTreeDataBuilder">K</a>,<a href="../../../../../../org/apache/ignite/ml/tree/data/DecisionTreeDataBuilder.html" title="type parameter in DecisionTreeDataBuilder">V</a>> preprocessor, |
| boolean buildIdx)</code> |
| <div class="block">Constructs a new instance of decision tree data builder.</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</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> |
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