| <!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"> |
| <!-- NewPage --> |
| <html lang="en"> |
| <head> |
| <!-- Yandex.Metrika counter --> |
| <script type="text/javascript" > |
| (function(m,e,t,r,i,k,a){m[i]=m[i]||function(){(m[i].a=m[i].a||[]).push(arguments)}; |
| m[i].l=1*new Date();k=e.createElement(t),a=e.getElementsByTagName(t)[0],k.async=1,k.src=r,a.parentNode.insertBefore(k,a)}) |
| (window, document, "script", "https://mc.yandex.ru/metrika/tag.js", "ym"); |
| |
| ym(72949126, "init", { |
| clickmap:true, |
| trackLinks:true, |
| accurateTrackBounce:true, |
| webvisor:true |
| }); |
| </script> |
| <noscript><div><img src="https://mc.yandex.ru/watch/72949126" style="position:absolute; left:-9999px;" alt="" /></div></noscript> |
| <!-- /Yandex.Metrika counter --> |
| <script type='text/javascript'> |
| window.__lo_site_id = 284467; |
| |
| (function() { |
| var wa = document.createElement('script'); wa.type = 'text/javascript'; wa.async = true; |
| wa.src = 'https://d10lpsik1i8c69.cloudfront.net/w.js'; |
| var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(wa, s); |
| })(); |
| </script> |
| <link rel="canonical" href="https://ignite.apache.org/releases/latest/javadoc/org/apache/ignite/ml/class-use/IgniteModel.html" /> |
| |
| <!-- Generated by javadoc (1.8.0_261) on Wed Dec 09 14:33:14 MSK 2020 --> |
| <meta http-equiv="Content-Type" content="text/html; charset=UTF-8"> |
| <title>Uses of Interface org.apache.ignite.ml.IgniteModel (Ignite 2.9.1)</title> |
| <meta name="date" content="2020-12-09"> |
| <link rel="stylesheet" type="text/css" href="../../../../../stylesheet.css" title="Style"> |
| <script type="text/javascript" src="../../../../../script.js"></script> |
| |
| <script> |
| (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){ |
| (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new Date();a=s.createElement(o), |
| m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m) |
| })(window,document,'script','https://www.google-analytics.com/analytics.js','ga'); |
| |
| ga('create', 'UA-61232409-1', 'auto'); |
| ga('send', 'pageview'); |
| |
| </script></head> |
| <body> |
| <script type="text/javascript"><!-- |
| try { |
| if (location.href.indexOf('is-external=true') == -1) { |
| parent.document.title="Uses of Interface org.apache.ignite.ml.IgniteModel (Ignite 2.9.1)"; |
| } |
| } |
| catch(err) { |
| } |
| //--> |
| </script> |
| <noscript> |
| <div>JavaScript is disabled on your browser.</div> |
| </noscript> |
| <!-- ========= START OF TOP NAVBAR ======= --> |
| <div class="topNav"><a name="navbar.top"> |
| <!-- --> |
| </a> |
| <div class="skipNav"><a href="#skip.navbar.top" title="Skip navigation links">Skip navigation links</a></div> |
| <a name="navbar.top.firstrow"> |
| <!-- --> |
| </a> |
| <ul class="navList" title="Navigation"> |
| <li><a href="../../../../../overview-summary.html">Overview</a></li> |
| <li><a href="../package-summary.html">Package</a></li> |
| <li><a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">Class</a></li> |
| <li class="navBarCell1Rev">Use</li> |
| <li><a href="../package-tree.html">Tree</a></li> |
| <li><a href="../../../../../deprecated-list.html">Deprecated</a></li> |
| <li><a href="../../../../../index-all.html">Index</a></li> |
| <li><a href="../../../../../help-doc.html">Help</a></li> |
| </ul> |
| </div> |
| <div class="subNav"> |
| <ul class="navList"> |
| <li>Prev</li> |
| <li>Next</li> |
| </ul> |
| <ul class="navList"> |
| <li><a href="../../../../../index.html?org/apache/ignite/ml/class-use/IgniteModel.html" target="_top">Frames</a></li> |
| <li><a href="IgniteModel.html" target="_top">No Frames</a></li> |
| </ul> |
| <ul class="navList" id="allclasses_navbar_top"> |
| <li><a href="../../../../../allclasses-noframe.html">All Classes</a></li> |
| </ul> |
| <div> |
| <script type="text/javascript"><!-- |
| allClassesLink = document.getElementById("allclasses_navbar_top"); |
| if(window==top) { |
| allClassesLink.style.display = "block"; |
| } |
| else { |
| allClassesLink.style.display = "none"; |
| } |
| //--> |
| </script> |
| </div> |
| <a name="skip.navbar.top"> |
| <!-- --> |
| </a></div> |
| <!-- ========= END OF TOP NAVBAR ========= --> |
| <div class="header"> |
| <h2 title="Uses of Interface org.apache.ignite.ml.IgniteModel" class="title">Uses of Interface<br>org.apache.ignite.ml.IgniteModel</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Package</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml">org.apache.ignite.ml</a></td> |
| <td class="colLast"> |
| <div class="block">Root ML package.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.clustering.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="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.clustering.kmeans">org.apache.ignite.ml.clustering.kmeans</a></td> |
| <td class="colLast"> |
| <div class="block">Contains kMeans clustering algorithm.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition">org.apache.ignite.ml.composition</a></td> |
| <td class="colLast"> |
| <div class="block">Contains classes for ensemble of models implementation.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.composition.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.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.environment.logging">org.apache.ignite.ml.environment.logging</a></td> |
| <td class="colLast"> |
| <div class="block">Package contains several logging strategy realisations.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.inference">org.apache.ignite.ml.inference</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for model inference functionality.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.inference.parser">org.apache.ignite.ml.inference.parser</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for model inference parsers.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn">org.apache.ignite.ml.knn</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for kNN algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.ann">org.apache.ignite.ml.knn.ann</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for ANN classification algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.classification">org.apache.ignite.ml.knn.classification</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for kNN classification algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.regression">org.apache.ignite.ml.knn.regression</a></td> |
| <td class="colLast"> |
| <div class="block">Contains helper classes for kNN regression algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.multiclass">org.apache.ignite.ml.multiclass</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various multi-classifier models and trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.naivebayes">org.apache.ignite.ml.naivebayes</a></td> |
| <td class="colLast"> |
| <div class="block">Contains various naive Bayes classifiers.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <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="rowColor"> |
| <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="altColor"> |
| <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="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.nn">org.apache.ignite.ml.nn</a></td> |
| <td class="colLast"> |
| <div class="block">Contains neural networks and related classes.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.optimization">org.apache.ignite.ml.optimization</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementations of optimization algorithms and related classes.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.pipeline">org.apache.ignite.ml.pipeline</a></td> |
| <td class="colLast"> |
| <div class="block">Contains Pipeline API.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.recommendation">org.apache.ignite.ml.recommendation</a></td> |
| <td class="colLast"> |
| <div class="block">Contains recommendation system framework.</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.selection.scoring.evaluator.aggregator">org.apache.ignite.ml.selection.scoring.evaluator.aggregator</a></td> |
| <td class="colLast"> |
| <div class="block">Package contains aggregators for metrics computation.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.svm">org.apache.ignite.ml.svm</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for SVM(support vector machines) algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.trainers">org.apache.ignite.ml.trainers</a></td> |
| <td class="colLast"> |
| <div class="block">Contains model trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree">org.apache.ignite.ml.tree</a></td> |
| <td class="colLast"> |
| <div class="block">Root package for decision trees.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.boosting">org.apache.ignite.ml.tree.boosting</a></td> |
| <td class="colLast"> |
| <div class="block">Contains implementation of gradient boosting on trees.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.tree.randomforest.data">org.apache.ignite.ml.tree.randomforest.data</a></td> |
| <td class="colLast"> |
| <div class="block">Package contains helper data structures for random forest implementation.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.xgboost">org.apache.ignite.ml.xgboost</a></td> |
| <td class="colLast"> |
| <div class="block">Base package for XGBoost model parser, correspondent DTOs and util classes.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"> |
| <ul class="blockList"> |
| <li class="blockList"><a name="org.apache.ignite.ml"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/package-summary.html">org.apache.ignite.ml</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/package-summary.html">org.apache.ignite.ml</a> that return <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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 <V1> <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><V1,<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="type parameter in IgniteModel">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">IgniteModel.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/IgniteModel.html#andBefore-org.apache.ignite.ml.math.functions.IgniteFunction-">andBefore</a></span>(<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><V1,<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="type parameter in IgniteModel">T</a>> before)</code> |
| <div class="block">Get a composition model of the form <code>x -> mdl(before(x))</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>default <V1> <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="type parameter in IgniteModel">T</a>,V1></code></td> |
| <td class="colLast"><span class="typeNameLabel">IgniteModel.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/IgniteModel.html#andThen-org.apache.ignite.ml.math.functions.IgniteFunction-">andThen</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/IgniteModel.html" title="type parameter in IgniteModel">V</a>,V1> after)</code> |
| <div class="block">Get a composition model of the form <code>x -> after(mdl(x))</code>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>default <V1> <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="type parameter in IgniteModel">T</a>,V1></code></td> |
| <td class="colLast"><span class="typeNameLabel">IgniteModel.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/IgniteModel.html#andThen-org.apache.ignite.ml.IgniteModel-">andThen</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/IgniteModel.html" title="type parameter in IgniteModel">V</a>,V1> after)</code> |
| <div class="block">Get a composition model of the form <code>x -> after(mdl(x))</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>default <X,W> <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="type parameter in IgniteModel">T</a>,X></code></td> |
| <td class="colLast"><span class="typeNameLabel">IgniteModel.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/IgniteModel.html#combine-org.apache.ignite.ml.IgniteModel-java.util.function.BiFunction-">combine</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/IgniteModel.html" title="type parameter in IgniteModel">T</a>,W> other, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/function/BiFunction.html?is-external=true" title="class or interface in java.util.function">BiFunction</a><<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="type parameter in IgniteModel">V</a>,W,X> combiner)</code> |
| <div class="block">Combines this model with other model via specified combiner</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/package-summary.html">org.apache.ignite.ml</a> with parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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 <V1> <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="type parameter in IgniteModel">T</a>,V1></code></td> |
| <td class="colLast"><span class="typeNameLabel">IgniteModel.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/IgniteModel.html#andThen-org.apache.ignite.ml.IgniteModel-">andThen</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/IgniteModel.html" title="type parameter in IgniteModel">V</a>,V1> after)</code> |
| <div class="block">Get a composition model of the form <code>x -> after(mdl(x))</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>default <X,W> <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="type parameter in IgniteModel">T</a>,X></code></td> |
| <td class="colLast"><span class="typeNameLabel">IgniteModel.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/IgniteModel.html#combine-org.apache.ignite.ml.IgniteModel-java.util.function.BiFunction-">combine</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/IgniteModel.html" title="type parameter in IgniteModel">T</a>,W> other, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/function/BiFunction.html?is-external=true" title="class or interface in java.util.function">BiFunction</a><<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="type parameter in IgniteModel">V</a>,W,X> combiner)</code> |
| <div class="block">Combines this model with other model via specified combiner</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.clustering.gmm"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/clustering/gmm/package-summary.html">org.apache.ignite.ml.clustering.gmm</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/gmm/GmmModel.html" title="class in org.apache.ignite.ml.clustering.gmm">GmmModel</a></span></code> |
| <div class="block">Gaussian Mixture 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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Interface and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>interface </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/kmeans/Clusterer.html" title="interface in org.apache.ignite.ml.clustering.kmeans">Clusterer</a><P,M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>></span></code> |
| <div class="block">Base interface for clusterers.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing subinterfaces, and an explanation"> |
| <caption><span>Subinterfaces of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Interface and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>interface </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/kmeans/ClusterizationModel.html" title="interface in org.apache.ignite.ml.clustering.kmeans">ClusterizationModel</a><P,V></span></code> |
| <div class="block">Base interface for all clusterization models.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/clustering/kmeans/package-summary.html">org.apache.ignite.ml.clustering.kmeans</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/clustering/kmeans/KMeansModel.html" title="class in org.apache.ignite.ml.clustering.kmeans">KMeansModel</a></span></code> |
| <div class="block">This class encapsulates result of clusterization by KMeans algorithm.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/ModelOnFeaturesSubspace.html" title="class in org.apache.ignite.ml.composition">ModelOnFeaturesSubspace</a></span></code> |
| <div class="block">Model trained on a features subspace with mapping from original features space to subspace.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/ModelsComposition.html" title="class in org.apache.ignite.ml.composition">ModelsComposition</a></span></code> |
| <div class="block">Model consisting of several models and prediction aggregation strategy.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <I,O,M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L><br><a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">CompositionUtils.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/CompositionUtils.html#unsafeCoerce-org.apache.ignite.ml.trainers.DatasetTrainer-">unsafeCoerce</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends M,L> trainer)</code> |
| <div class="block">Perform blurring of model type of given trainer to <code>IgniteModel<I, O></code>, where I, O are input and output |
| types of original model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a> that return <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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/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">ModelOnFeaturesSubspace.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/ModelOnFeaturesSubspace.html#getMdl--">getMdl</a></span>()</code> |
| <div class="block">Returns model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a> that return types with arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="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">ModelsComposition.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/ModelsComposition.html#getModels--">getModels</a></span>()</code> |
| <div class="block">Returns containing models.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><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">ModelsCompositionFormat.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/ModelsCompositionFormat.html#models--">models</a></span>()</code> </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <I,O,M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L><br><a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">CompositionUtils.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/CompositionUtils.html#unsafeCoerce-org.apache.ignite.ml.trainers.DatasetTrainer-">unsafeCoerce</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends M,L> trainer)</code> |
| <div class="block">Perform blurring of model type of given trainer to <code>IgniteModel<I, O></code>, where I, O are input and output |
| types of original model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../org/apache/ignite/ml/composition/package-summary.html">org.apache.ignite.ml.composition</a> with type arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/ModelsComposition.html#ModelsComposition-java.util.List-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">ModelsComposition</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><? extends <a href="../../../../../org/apache/ignite/ml/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>>> models, |
| <a href="../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> predictionsAggregator)</code> |
| <div class="block">Constructs a new instance of composition of models.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/ModelsCompositionFormat.html#ModelsCompositionFormat-java.util.List-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">ModelsCompositionFormat</a></span>(<a href="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>>> models, |
| <a href="../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> predictionsAggregator)</code> |
| <div class="block">Creates an instance of ModelsCompositionFormat.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.bagging"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/composition/bagging/package-summary.html">org.apache.ignite.ml.composition.bagging</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/bagging/BaggedModel.html" title="class in org.apache.ignite.ml.composition.bagging">BaggedModel</a></span></code> |
| <div class="block">This class represents model produced by <a href="../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html" title="class in org.apache.ignite.ml.composition.bagging"><code>BaggedTrainer</code></a>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../org/apache/ignite/ml/composition/bagging/package-summary.html">org.apache.ignite.ml.composition.bagging</a> with type arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html#BaggedTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-int-double-int-int-">BaggedTrainer</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>,<a href="../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html" title="type parameter in BaggedTrainer">L</a>> tr, |
| <a href="../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> aggregator, |
| int ensembleSize, |
| double subsampleRatio, |
| int featuresVectorSize, |
| int featureSubspaceDim)</code> |
| <div class="block">Construct instance of this class with given parameters.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.boosting"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBTrainer.GDBModel</a></span></code> |
| <div class="block">GDB model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation"> |
| <caption><span>Fields in <a href="../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Field and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#baseMdlTrainerBuilder">baseMdlTrainerBuilder</a></span></code> |
| <div class="block">Base model trainer builder.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> that return types with arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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">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="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#update-org.apache.ignite.ml.composition.boosting.GDBTrainer.GDBModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">update</a></span>(<a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBTrainer.GDBModel</a> mdlToUpdate, |
| <a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/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> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> with type arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html" title="class in org.apache.ignite.ml.composition.boosting">GDBLearningStrategy</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">GDBLearningStrategy.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#withBaseModelTrainerBuilder-org.apache.ignite.ml.math.functions.IgniteSupplier-">withBaseModelTrainerBuilder</a></span>(<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>> buildBaseMdlTrainer)</code> |
| <div class="block">Sets base model builder.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../org/apache/ignite/ml/composition/boosting/package-summary.html">org.apache.ignite.ml.composition.boosting</a> with type arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html#GDBModel-java.util.List-org.apache.ignite.ml.composition.predictionsaggregator.WeightedPredictionsAggregator-org.apache.ignite.ml.math.functions.IgniteFunction-">GDBModel</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><? extends <a href="../../../../../org/apache/ignite/ml/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>>> models, |
| <a href="../../../../../org/apache/ignite/ml/composition/predictionsaggregator/WeightedPredictionsAggregator.html" title="class in org.apache.ignite.ml.composition.predictionsaggregator">WeightedPredictionsAggregator</a> predictionsAggregator, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="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>> internalToExternalLblMapping)</code> |
| <div class="block">Creates an instance of GDBModel.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.combinators.parallel"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/composition/combinators/parallel/package-summary.html">org.apache.ignite.ml.composition.combinators.parallel</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/parallel/ModelsParallelComposition.html" title="class in org.apache.ignite.ml.composition.combinators.parallel">ModelsParallelComposition</a><I,O></span></code> |
| <div class="block">Parallel composition of models.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/composition/combinators/parallel/package-summary.html">org.apache.ignite.ml.composition.combinators.parallel</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <I,O,M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,T extends <a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M,L>,L><br><a href="../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html" title="class in org.apache.ignite.ml.composition.combinators.parallel">TrainersParallelComposition</a><I,O,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainersParallelComposition.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/parallel/TrainersParallelComposition.html#of-java.util.List-">of</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><T> trainers)</code> |
| <div class="block">Create parallel composition of trainers contained in a given list.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <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> that return <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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> |
| <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> that return types with arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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="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/composition/combinators/parallel/ModelsParallelComposition.html" title="type parameter in ModelsParallelComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/parallel/ModelsParallelComposition.html" title="type parameter in ModelsParallelComposition">O</a>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">ModelsParallelComposition.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/parallel/ModelsParallelComposition.html#submodels--">submodels</a></span>()</code> |
| <div class="block">List of submodels constituting this model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/composition/combinators/parallel/package-summary.html">org.apache.ignite.ml.composition.combinators.parallel</a> with parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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>boolean</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#isUpdateable-org.apache.ignite.ml.IgniteModel-">isUpdateable</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)</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> |
| <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> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../org/apache/ignite/ml/composition/combinators/parallel/package-summary.html">org.apache.ignite.ml.composition.combinators.parallel</a> with type arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/parallel/ModelsParallelComposition.html#ModelsParallelComposition-java.util.List-">ModelsParallelComposition</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<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/ModelsParallelComposition.html" title="type parameter in ModelsParallelComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/parallel/ModelsParallelComposition.html" title="type parameter in ModelsParallelComposition">O</a>>> submodels)</code> |
| <div class="block">Construc an instance of this class from list of submodels.</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">ModelsSequentialComposition</a><I,O1,O2></span></code> |
| <div class="block">Sequential composition of models.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing fields, and an explanation"> |
| <caption><span>Fields in <a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Field and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,? super <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>,<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>>></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#datasetMapping">datasetMapping</a></span></code> |
| <div class="block">Dataset mapping.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</a> that return <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="type parameter in ModelsSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="type parameter in ModelsSequentialComposition">O1</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">ModelsSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html#firstModel--">firstModel</a></span>()</code> |
| <div class="block">Get first model.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="type parameter in ModelsSequentialComposition">O1</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="type parameter in ModelsSequentialComposition">O2</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">ModelsSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html#secondModel--">secondModel</a></span>()</code> |
| <div class="block">Get second model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</a> that return types with arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainersSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#unsafeSimplyTyped--">unsafeSimplyTyped</a></span>()</code> |
| <div class="block">Performs coersion of this trainer to <code>DatasetTrainer<IgniteModel<I, O2>, L></code>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Method parameters in <a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</a> with type arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <I,O,L> <a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">TrainersSequentialComposition</a><I,O,O,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainersSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#ofSame-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteFunction-">ofSame</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L> tr, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,? super <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><L>,<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><L>>> datasetMapping, |
| <a href="../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>> shouldStop, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><O,I> out2In)</code> |
| <div class="block">Construct sequential composition of same trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <I,O,L> <a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">TrainersSequentialComposition</a><I,O,O,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainersSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#ofSame-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteFunction-">ofSame</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L> tr, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,? super <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><L>,<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><L>>> datasetMapping, |
| <a href="../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>> shouldStop, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><O,I> out2In)</code> |
| <div class="block">Construct sequential composition of same trainers.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <I,O,L> <a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">TrainersSequentialComposition</a><I,O,O,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainersSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#ofSame-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBiFunction-org.apache.ignite.lang.IgniteBiPredicate-org.apache.ignite.ml.math.functions.IgniteFunction-">ofSame</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L> tr, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,? super <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><L>,<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><L>>> datasetMapping, |
| <a href="../../../../../org/apache/ignite/lang/IgniteBiPredicate.html" title="interface in org.apache.ignite.lang">IgniteBiPredicate</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>> shouldStop, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><O,I> out2In)</code> |
| <div class="block">Construct sequential composition of same trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <I,O> <a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">ModelsSequentialComposition</a><I,O,O></code></td> |
| <td class="colLast"><span class="typeNameLabel">ModelsSequentialComposition.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html#ofSame-java.util.List-org.apache.ignite.ml.math.functions.IgniteFunction-">ofSame</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>> lst, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><O,I> output2Input)</code> |
| <div class="block">Get sequential composition of submodels with same type.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</a> with parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html#ModelsSequentialComposition-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.IgniteModel-">ModelsSequentialComposition</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/sequential/ModelsSequentialComposition.html" title="type parameter in ModelsSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="type parameter in ModelsSequentialComposition">O1</a>> mdl1, |
| <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="type parameter in ModelsSequentialComposition">O1</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="type parameter in ModelsSequentialComposition">O2</a>> mdl2)</code> |
| <div class="block">Construct instance of this class from two given models.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html#ModelsSequentialComposition-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.IgniteModel-">ModelsSequentialComposition</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/sequential/ModelsSequentialComposition.html" title="type parameter in ModelsSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="type parameter in ModelsSequentialComposition">O1</a>> mdl1, |
| <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="type parameter in ModelsSequentialComposition">O1</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/ModelsSequentialComposition.html" title="type parameter in ModelsSequentialComposition">O2</a>> mdl2)</code> |
| <div class="block">Construct instance of this class from two given models.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/package-summary.html">org.apache.ignite.ml.composition.combinators.sequential</a> with type arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#TrainersSequentialComposition-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBiFunction-">TrainersSequentialComposition</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr1, |
| <a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr2, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,? super <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>,<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>>> datasetMapping)</code> |
| <div class="block">Create sequential composition of two trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#TrainersSequentialComposition-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBiFunction-">TrainersSequentialComposition</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr1, |
| <a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr2, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,? super <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>,<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>>> datasetMapping)</code> |
| <div class="block">Create sequential composition of two trainers.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#TrainersSequentialComposition-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBiFunction-">TrainersSequentialComposition</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr1, |
| <a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr2, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBiFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBiFunction</a><<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Integer.html?is-external=true" title="class or interface in java.lang">Integer</a>,? super <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>,<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>>> datasetMapping)</code> |
| <div class="block">Create sequential composition of two trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#TrainersSequentialComposition-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteFunction-">TrainersSequentialComposition</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr1, |
| <a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr2, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><? super <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>,<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>>> datasetMapping)</code> |
| <div class="block">Construct sequential composition of given two trainers.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#TrainersSequentialComposition-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteFunction-">TrainersSequentialComposition</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr1, |
| <a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr2, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><? super <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>,<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>>> datasetMapping)</code> |
| <div class="block">Construct sequential composition of given two trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html#TrainersSequentialComposition-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteFunction-">TrainersSequentialComposition</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr1, |
| <a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O2</a>>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>> tr2, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><? super <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">O1</a>>,<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>,<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="type parameter in TrainersSequentialComposition">L</a>>>> datasetMapping)</code> |
| <div class="block">Construct sequential composition of given two trainers.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.composition.stacking"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/composition/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">SimpleStackedDatasetTrainer</a><I,O,AM extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L></span></code> |
| <div class="block"><a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers"><code>DatasetTrainer</code></a> with same type of input and output of submodels.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedDatasetTrainer</a><IS,IA,O,AM extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><IA,O>,L></span></code> |
| <div class="block"><a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers"><code>DatasetTrainer</code></a> encapsulating stacking technique for model training.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedModel.html" title="class in org.apache.ignite.ml.composition.stacking">StackedModel</a><IS,IA,O,AM extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><IA,O>></span></code> |
| <div class="block">This is a wrapper for model produced by <a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking"><code>StackedDatasetTrainer</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><O,AM extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,O>,L></span></code> |
| <div class="block"><a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking"><code>StackedDatasetTrainer</code></a> with <a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector"><code>Vector</code></a> as submodels input and output.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/composition/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedModel.html" title="class in org.apache.ignite.ml.composition.stacking">StackedModel</a><IS,IA,O,AM extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><IA,O>></span></code> |
| <div class="block">This is a wrapper for model produced by <a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking"><code>StackedDatasetTrainer</code></a>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/composition/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><M1 extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a>,<a href="../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix">Matrix</a>>><br><a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#addMatrix2MatrixTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">addMatrix2MatrixTrainer</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M1,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>> trainer)</code> |
| <div class="block">Shortcut for adding trainer <code>Matrix -> Matrix</code> where this trainer is treated as <code>Vector -> Vector</code>, where |
| input <a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector"><code>Vector</code></a> is turned into <code>1 x cols</code> <a href="../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix"><code>Matrix</code></a> and output is a first row of output <a href="../../../../../org/apache/ignite/ml/math/primitives/matrix/Matrix.html" title="interface in org.apache.ignite.ml.math.primitives.matrix"><code>Matrix</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><M1 extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>>><br><a href="../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">SimpleStackedDatasetTrainer</a><<a href="../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">I</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">O</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">AM</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">SimpleStackedDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html#addTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">addTrainer</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M1,<a href="../../../../../org/apache/ignite/ml/composition/stacking/SimpleStackedDatasetTrainer.html" title="type parameter in SimpleStackedDatasetTrainer">L</a>> trainer)</code> |
| <div class="block">Adds submodel trainer along with converters needed on training and inference stages.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><M1 extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>>><br><a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedDatasetTrainer</a><<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">O</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html#addTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">addTrainer</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M1,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>> trainer)</code> |
| <div class="block">Adds submodel trainer along with converters needed on training and inference stages.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><M1 extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>>><br><a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#addTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">addTrainer</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M1,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>> trainer)</code> |
| <div class="block">Adds submodel trainer along with converters needed on training and inference stages.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><M1 extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>><br><a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="class in org.apache.ignite.ml.composition.stacking">StackedVectorDatasetTrainer</a><<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">O</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">AM</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">StackedVectorDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html#addTrainerWithDoubleOutput-org.apache.ignite.ml.trainers.DatasetTrainer-">addTrainerWithDoubleOutput</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M1,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedVectorDatasetTrainer.html" title="type parameter in StackedVectorDatasetTrainer">L</a>> trainer)</code> |
| <div class="block">Shortcut for adding trainer <code>Vector -> Double</code> where this trainer is treated as <code>Vector -> Vector</code>, where |
| output <a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector"><code>Vector</code></a> is constructed by wrapping double value.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructor parameters in <a href="../../../../../org/apache/ignite/ml/composition/stacking/package-summary.html">org.apache.ignite.ml.composition.stacking</a> with type arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html#StackedDatasetTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteBinaryOperator-org.apache.ignite.ml.math.functions.IgniteFunction-java.util.List-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-">StackedDatasetTrainer</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">AM</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>> aggregatorTrainer, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteBinaryOperator.html" title="interface in org.apache.ignite.ml.math.functions">IgniteBinaryOperator</a><<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>> aggregatingInputMerger, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>> submodelInput2AggregatingInputConverter, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">L</a>>> submodelsTrainers, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IS</a>> vector2SubmodelInputConverter, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/composition/stacking/StackedDatasetTrainer.html" title="type parameter in StackedDatasetTrainer">IA</a>,<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>> submodelOutput2VectorConverter)</code> |
| <div class="block">Create instance of this class.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.environment.logging"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/environment/logging/package-summary.html">org.apache.ignite.ml.environment.logging</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/environment/logging/package-summary.html">org.apache.ignite.ml.environment.logging</a> that return <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">ConsoleLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/ConsoleLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.IgniteModel-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.IgniteModel-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">NoOpLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/NoOpLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.IgniteModel-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">CustomMLLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/CustomMLLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.IgniteModel-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/environment/logging/package-summary.html">org.apache.ignite.ml.environment.logging</a> with parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">ConsoleLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/ConsoleLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.IgniteModel-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">MLLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.IgniteModel-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">NoOpLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/NoOpLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.IgniteModel-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><K,V> <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><K,V></code></td> |
| <td class="colLast"><span class="typeNameLabel">CustomMLLogger.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/environment/logging/CustomMLLogger.html#log-org.apache.ignite.ml.environment.logging.MLLogger.VerboseLevel-org.apache.ignite.ml.IgniteModel-">log</a></span>(<a href="../../../../../org/apache/ignite/ml/environment/logging/MLLogger.VerboseLevel.html" title="enum in org.apache.ignite.ml.environment.logging">MLLogger.VerboseLevel</a> verboseLevel, |
| <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><K,V> mdl)</code> |
| <div class="block">Log model according to toString method.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.inference"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/inference/package-summary.html">org.apache.ignite.ml.inference</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/inference/package-summary.html">org.apache.ignite.ml.inference</a> with parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <I 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>,O extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">IgniteModelStorageUtil.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/inference/IgniteModelStorageUtil.html#saveModel-org.apache.ignite.Ignite-org.apache.ignite.ml.IgniteModel-java.lang.String-">saveModel</a></span>(<a href="../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O> mdl, |
| <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> name)</code> |
| <div class="block">Saved specified model with specified name.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.inference.parser"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/inference/parser/package-summary.html">org.apache.ignite.ml.inference.parser</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/inference/parser/package-summary.html">org.apache.ignite.ml.inference.parser</a> that return <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/inference/parser/IgniteModelParser.html" title="type parameter in IgniteModelParser">I</a>,<a href="../../../../../org/apache/ignite/ml/inference/parser/IgniteModelParser.html" title="type parameter in IgniteModelParser">O</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">IgniteModelParser.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/inference/parser/IgniteModelParser.html#parse-byte:A-">parse</a></span>(byte[] mdl)</code> |
| <div class="block">Accepts serialized model represented by byte array, parses it and returns <a href="../../../../../org/apache/ignite/ml/inference/Model.html" title="interface in org.apache.ignite.ml.inference"><code>Model</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/KNNModel.html" title="class in org.apache.ignite.ml.knn">KNNModel</a><L></span></code> |
| <div class="block">KNN model build on top of distributed spatial indices.</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/knn/NNClassificationModel.html" title="class in org.apache.ignite.ml.knn">NNClassificationModel</a></span></code> |
| <div class="block">Common methods and fields for all kNN and aNN models |
| to predict label based on neighbours' labels.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.ann"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationModel.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationModel</a></span></code> |
| <div class="block">ANN model to predict labels in multi-class classification task.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.classification"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/knn/classification/package-summary.html">org.apache.ignite.ml.knn.classification</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/knn/classification/package-summary.html">org.apache.ignite.ml.knn.classification</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationModel.html" title="class in org.apache.ignite.ml.knn.classification">KNNClassificationModel</a></span></code> |
| <div class="block">KNN classification model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.regression"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/knn/regression/package-summary.html">org.apache.ignite.ml.knn.regression</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/knn/regression/package-summary.html">org.apache.ignite.ml.knn.regression</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/regression/KNNRegressionModel.html" title="class in org.apache.ignite.ml.knn.regression">KNNRegressionModel</a></span></code> |
| <div class="block">KNN regression model.</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/multiclass/package-summary.html">org.apache.ignite.ml.multiclass</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/multiclass/MultiClassModel.html" title="class in org.apache.ignite.ml.multiclass">MultiClassModel</a><M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></span></code> |
| <div class="block">Base class for multi-classification model for set of classifiers.</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/multiclass/OneVsRestTrainer.html" title="class in org.apache.ignite.ml.multiclass">OneVsRestTrainer</a><M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></span></code> |
| <div class="block">This is a common heuristic trainer for multi-class labeled models.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <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/multiclass/package-summary.html">org.apache.ignite.ml.multiclass</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/multiclass/MultiClassModel.html" title="class in org.apache.ignite.ml.multiclass">MultiClassModel</a><M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>></span></code> |
| <div class="block">Base class for multi-classification model for set of classifiers.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/naivebayes/package-summary.html">org.apache.ignite.ml.naivebayes</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/naivebayes/package-summary.html">org.apache.ignite.ml.naivebayes</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/naivebayes/BayesModel.html" title="interface in org.apache.ignite.ml.naivebayes">BayesModel</a><MODEL extends <a href="../../../../../org/apache/ignite/ml/naivebayes/BayesModel.html" title="interface in org.apache.ignite.ml.naivebayes">BayesModel</a>,FEATURES,OUTPUT></span></code> |
| <div class="block">Interface for Bayes Models.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.naivebayes.compound"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/naivebayes/compound/package-summary.html">org.apache.ignite.ml.naivebayes.compound</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/naivebayes/compound/CompoundNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.compound">CompoundNaiveBayesModel</a></span></code> |
| <div class="block">A compound Naive Bayes model which uses a composition of<code>GaussianNaiveBayesModel</code> and <code>DiscreteNaiveBayesModel</code>.</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/naivebayes/discrete/package-summary.html">org.apache.ignite.ml.naivebayes.discrete</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/naivebayes/discrete/DiscreteNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.discrete">DiscreteNaiveBayesModel</a></span></code> |
| <div class="block">Discrete naive Bayes model which predicts result value <code>y</code> belongs to a class <code>C_k, k in [0..K]</code> as |
| {@code p(C_k,y) =x_1*p_k1^x *...</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/naivebayes/gaussian/package-summary.html">org.apache.ignite.ml.naivebayes.gaussian</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/naivebayes/gaussian/GaussianNaiveBayesModel.html" title="class in org.apache.ignite.ml.naivebayes.gaussian">GaussianNaiveBayesModel</a></span></code> |
| <div class="block">Simple naive Bayes model which predicts result value <code>y</code> belongs to a class <code>C_k, k in [0..K]</code> as {@code |
| p(C_k,y) = p(C_k)*p(y_1,C_k) *...</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/nn/package-summary.html">org.apache.ignite.ml.nn</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a></span></code> |
| <div class="block">Class encapsulating logic of multilayer perceptron.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.optimization"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/optimization/package-summary.html">org.apache.ignite.ml.optimization</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing subinterfaces, and an explanation"> |
| <caption><span>Subinterfaces of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/optimization/package-summary.html">org.apache.ignite.ml.optimization</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Interface and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>interface </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/optimization/SmoothParametrized.html" title="interface in org.apache.ignite.ml.optimization">SmoothParametrized</a><M extends <a href="../../../../../org/apache/ignite/ml/optimization/Parametrized.html" title="interface in org.apache.ignite.ml.optimization">Parametrized</a><M>></span></code> |
| <div class="block">Interface for models which are smooth functions of their parameters.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.pipeline"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="class in org.apache.ignite.ml.pipeline">PipelineMdl</a><K,V></span></code> |
| <div class="block">Wraps the model produced by <a href="../../../../../org/apache/ignite/ml/pipeline/Pipeline.html" title="class in org.apache.ignite.ml.pipeline"><code>Pipeline</code></a>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a> that return <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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/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">PipelineMdl.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html#getInternalMdl--">getInternalMdl</a></span>()</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/pipeline/package-summary.html">org.apache.ignite.ml.pipeline</a> with parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="class in org.apache.ignite.ml.pipeline">PipelineMdl</a><<a href="../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="type parameter in PipelineMdl">K</a>,<a href="../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html" title="type parameter in PipelineMdl">V</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">PipelineMdl.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/pipeline/PipelineMdl.html#withInternalMdl-org.apache.ignite.ml.IgniteModel-">withInternalMdl</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/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>> internalMdl)</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.recommendation"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/recommendation/package-summary.html">org.apache.ignite.ml.recommendation</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/recommendation/package-summary.html">org.apache.ignite.ml.recommendation</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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/recommendation/RecommendationModel.html" title="class in org.apache.ignite.ml.recommendation">RecommendationModel</a><O extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,S extends <a href="https://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>></span></code> |
| <div class="block">Recommendation model that predicts rating for <a href="../../../../../org/apache/ignite/ml/recommendation/ObjectSubjectPair.html" title="class in org.apache.ignite.ml.recommendation"><code>ObjectSubjectPair</code></a>.</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/regressions/linear/package-summary.html">org.apache.ignite.ml.regressions.linear</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/regressions/linear/package-summary.html">org.apache.ignite.ml.regressions.linear</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/regressions/linear/LinearRegressionModel.html" title="class in org.apache.ignite.ml.regressions.linear">LinearRegressionModel</a></span></code> |
| <div class="block">Simple linear regression model which predicts result value Y as a linear combination of input variables: |
| Y = weights * X + intercept.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.regressions.logistic"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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 classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/regressions/logistic/package-summary.html">org.apache.ignite.ml.regressions.logistic</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/regressions/logistic/LogisticRegressionModel.html" title="class in org.apache.ignite.ml.regressions.logistic">LogisticRegressionModel</a></span></code> |
| <div class="block">Logistic regression (logit model) is a generalized linear model used for binomial regression.</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/selection/cv/package-summary.html">org.apache.ignite.ml.selection.cv</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">AbstractCrossValidation</a><M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,K,V></span></code> |
| <div class="block">Cross validation score calculator.</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/selection/cv/CrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">CrossValidation</a><M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,K,V></span></code> |
| <div class="block">Cross validation score calculator.</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/selection/cv/DebugCrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">DebugCrossValidation</a><M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,K,V></span></code> |
| <div class="block">Cross validation score calculator.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.selection.scoring.cursor"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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.selection.scoring.evaluator.aggregator"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/package-summary.html">org.apache.ignite.ml.selection.scoring.evaluator.aggregator</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/aggregator/package-summary.html">org.apache.ignite.ml.selection.scoring.evaluator.aggregator</a> with parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">RegressionMetricStatsAggregator.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/RegressionMetricStatsAggregator.html#aggregate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.structures.LabeledVector-">aggregate</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/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>> model, |
| <a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</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>> vector)</code> |
| <div class="block">Aggregates statistics for metric computation given model and vector with answer.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">ClassificationMetricsAggregator.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/ClassificationMetricsAggregator.html#aggregate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.structures.LabeledVector-">aggregate</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/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/evaluator/aggregator/ClassificationMetricsAggregator.html" title="type parameter in ClassificationMetricsAggregator">L</a>> mdl, |
| <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/selection/scoring/evaluator/aggregator/ClassificationMetricsAggregator.html" title="type parameter in ClassificationMetricsAggregator">L</a>> vector)</code> |
| <div class="block">Aggregates statistics for metric computation given model and vector with answer.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">BinaryClassificationPointwiseMetricStatsAggregator.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/BinaryClassificationPointwiseMetricStatsAggregator.html#aggregate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.structures.LabeledVector-">aggregate</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/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/evaluator/aggregator/BinaryClassificationPointwiseMetricStatsAggregator.html" title="type parameter in BinaryClassificationPointwiseMetricStatsAggregator">L</a>> mdl, |
| <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/selection/scoring/evaluator/aggregator/BinaryClassificationPointwiseMetricStatsAggregator.html" title="type parameter in BinaryClassificationPointwiseMetricStatsAggregator">L</a>> vector)</code> |
| <div class="block">Aggregates statistics for metric computation given model and vector with answer.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>void</code></td> |
| <td class="colLast"><span class="typeNameLabel">MetricStatsAggregator.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/selection/scoring/evaluator/aggregator/MetricStatsAggregator.html#aggregate-org.apache.ignite.ml.IgniteModel-org.apache.ignite.ml.structures.LabeledVector-">aggregate</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/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/evaluator/aggregator/MetricStatsAggregator.html" title="type parameter in MetricStatsAggregator">L</a>> model, |
| <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/selection/scoring/evaluator/aggregator/MetricStatsAggregator.html" title="type parameter in MetricStatsAggregator">L</a>> vector)</code> |
| <div class="block">Aggregates statistics for metric computation given model and vector with answer.</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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/svm/package-summary.html">org.apache.ignite.ml.svm</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/svm/package-summary.html">org.apache.ignite.ml.svm</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/svm/SVMLinearClassificationModel.html" title="class in org.apache.ignite.ml.svm">SVMLinearClassificationModel</a></span></code> |
| <div class="block">Base class for SVM linear classification 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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetModel</a><I,O,IW,OW,M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><IW,OW>></span></code> |
| <div class="block">Model which is composition of form <code>before `andThen` inner Mdl `andThen` after</code>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetTrainer</a><I,O,IW,OW,M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><IW,OW>,L></span></code> |
| <div class="block">Type used to adapt input and output types of wrapped <a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers"><code>DatasetTrainer</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>,L></span></code> |
| <div class="block">Interface for trainers.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trainers/MultiLabelDatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">MultiLabelDatasetTrainer</a><M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>></span></code> |
| <div class="block">Interface for trainers that trains on dataset with multiple label per object.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trainers/SingleLabelDatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">SingleLabelDatasetTrainer</a><M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>></span></code> |
| <div class="block">Interface for trainers that trains on dataset with singe label per object.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetModel</a><I,O,IW,OW,M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><IW,OW>></span></code> |
| <div class="block">Model which is composition of form <code>before `andThen` inner Mdl `andThen` after</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/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> with type parameters of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><O1,M1 extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,O1>><br><a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential">TrainersSequentialComposition</a><<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">I</a>,<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,O1,<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">AdaptableDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html#andThen-org.apache.ignite.ml.trainers.DatasetTrainer-org.apache.ignite.ml.math.functions.IgniteFunction-">andThen</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M1,<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>> tr, |
| <a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetModel</a><<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">I</a>,<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">O</a>,<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">IW</a>,<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">OW</a>,<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">M</a>>,<a href="../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>>,<a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="type parameter in AdaptableDatasetTrainer">L</a>>>> datasetMappingProducer)</code> |
| <div class="block">Create a <a href="../../../../../org/apache/ignite/ml/composition/combinators/sequential/TrainersSequentialComposition.html" title="class in org.apache.ignite.ml.composition.combinators.sequential"><code>TrainersSequentialComposition</code></a> of this trainer and specified trainer.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>static <M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>>,L><br><a href="../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html" title="class in org.apache.ignite.ml.composition.bagging">BaggedTrainer</a><L></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainerTransformers.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trainers/TrainerTransformers.html#makeBagged-org.apache.ignite.ml.trainers.DatasetTrainer-int-double-int-int-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">makeBagged</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M,L> trainer, |
| int ensembleSize, |
| double subsampleRatio, |
| int featureVectorSize, |
| int featuresSubspaceDim, |
| <a href="../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> aggregator)</code> |
| <div class="block">Add bagging logic to a given trainer.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <I,O,M extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,O>,L><br><a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">AdaptableDatasetTrainer</a><I,O,I,O,M,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">AdaptableDatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetTrainer.html#of-org.apache.ignite.ml.trainers.DatasetTrainer-">of</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><M,L> wrapped)</code> |
| <div class="block">Construct instance of this class from a given <a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers"><code>DatasetTrainer</code></a>.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><M1 extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="type parameter in AdaptableDatasetModel">IW</a>,<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="type parameter in AdaptableDatasetModel">OW</a>>><br><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/AdaptableDatasetModel.html" title="type parameter in AdaptableDatasetModel">I</a>,<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="type parameter in AdaptableDatasetModel">O</a>,<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="type parameter in AdaptableDatasetModel">IW</a>,<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="type parameter in AdaptableDatasetModel">OW</a>,M1></code></td> |
| <td class="colLast"><span class="typeNameLabel">AdaptableDatasetModel.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html#withInnerModel-M1-">withInnerModel</a></span>(M1 mdl)</code> |
| <div class="block">Create new instance of this class with changed inner model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> that return types with arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <I,L> <a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><<a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><I,I>,L></code></td> |
| <td class="colLast"><span class="typeNameLabel">DatasetTrainer.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html#identityTrainer--">identityTrainer</a></span>()</code> |
| <div class="block">Returns the trainer which returns identity model.</div> |
| </td> |
| </tr> |
| </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/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><O1> <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/AdaptableDatasetModel.html" title="type parameter in AdaptableDatasetModel">I</a>,O1,<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="type parameter in AdaptableDatasetModel">IW</a>,<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="type parameter in AdaptableDatasetModel">OW</a>,<a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html" title="type parameter in AdaptableDatasetModel">M</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">AdaptableDatasetModel.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trainers/AdaptableDatasetModel.html#andThen-org.apache.ignite.ml.IgniteModel-">andThen</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/trainers/AdaptableDatasetModel.html" title="type parameter in AdaptableDatasetModel">O</a>,O1> after)</code> |
| <div class="block">Get a composition model of the form <code>x -> after(mdl(x))</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>Method parameters in <a href="../../../../../org/apache/ignite/ml/trainers/package-summary.html">org.apache.ignite.ml.trainers</a> with type arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <L> <a href="../../../../../org/apache/ignite/ml/composition/bagging/BaggedTrainer.html" title="class in org.apache.ignite.ml.composition.bagging">BaggedTrainer</a><L></code></td> |
| <td class="colLast"><span class="typeNameLabel">TrainerTransformers.</span><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/trainers/TrainerTransformers.html#makeBagged-org.apache.ignite.ml.trainers.DatasetTrainer-int-double-org.apache.ignite.ml.composition.predictionsaggregator.PredictionsAggregator-">makeBagged</a></span>(<a href="../../../../../org/apache/ignite/ml/trainers/DatasetTrainer.html" title="class in org.apache.ignite.ml.trainers">DatasetTrainer</a><? extends <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a>,L> trainer, |
| int ensembleSize, |
| double subsampleRatio, |
| <a href="../../../../../org/apache/ignite/ml/composition/predictionsaggregator/PredictionsAggregator.html" title="interface in org.apache.ignite.ml.composition.predictionsaggregator">PredictionsAggregator</a> aggregator)</code> |
| <div class="block">Add bagging logic to a given trainer.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/tree/package-summary.html">org.apache.ignite.ml.tree</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing subinterfaces, and an explanation"> |
| <caption><span>Subinterfaces of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/tree/package-summary.html">org.apache.ignite.ml.tree</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Interface and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>interface </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/tree/DecisionTreeNode.html" title="interface in org.apache.ignite.ml.tree">DecisionTreeNode</a></span></code> |
| <div class="block">Base interface for decision tree nodes.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing classes, and an explanation"> |
| <caption><span>Classes in <a href="../../../../../org/apache/ignite/ml/tree/package-summary.html">org.apache.ignite.ml.tree</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/tree/DecisionTreeConditionalNode.html" title="class in org.apache.ignite.ml.tree">DecisionTreeConditionalNode</a></span></code> |
| <div class="block">Decision tree conditional (non-leaf) node.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/tree/DecisionTreeLeafNode.html" title="class in org.apache.ignite.ml.tree">DecisionTreeLeafNode</a></span></code> |
| <div class="block">Decision tree leaf node which contains value.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree.boosting"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/tree/boosting/package-summary.html">org.apache.ignite.ml.tree.boosting</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../org/apache/ignite/ml/tree/boosting/package-summary.html">org.apache.ignite.ml.tree.boosting</a> that return types with arguments of type <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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.GDBTrainer.GDBModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">update</a></span>(<a href="../../../../../org/apache/ignite/ml/composition/boosting/GDBTrainer.GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBTrainer.GDBModel</a> mdlToUpdate, |
| <a href="../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><K,V> datasetBuilder, |
| <a href="../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><K,V> vectorizer)</code> |
| <div class="block">Gets state of model in arguments, compare it with training parameters of trainer and if they are fit then trainer |
| updates model in according to new data and return new model.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.tree.randomforest.data"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/tree/randomforest/data/package-summary.html">org.apache.ignite.ml.tree.randomforest.data</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/tree/randomforest/data/package-summary.html">org.apache.ignite.ml.tree.randomforest.data</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Class and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/tree/randomforest/data/TreeNode.html" title="class in org.apache.ignite.ml.tree.randomforest.data">TreeNode</a></span></code> |
| <div class="block">Decision tree node class.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>class </code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/tree/randomforest/data/TreeRoot.html" title="class in org.apache.ignite.ml.tree.randomforest.data">TreeRoot</a></span></code> |
| <div class="block">Tree root class.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.xgboost"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a> in <a href="../../../../../org/apache/ignite/ml/xgboost/package-summary.html">org.apache.ignite.ml.xgboost</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/xgboost/package-summary.html">org.apache.ignite.ml.xgboost</a> that implement <a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</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/xgboost/XGModelComposition.html" title="class in org.apache.ignite.ml.xgboost">XGModelComposition</a></span></code> |
| <div class="block">XGBoost model composition.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </div> |
| <!-- ======= START OF BOTTOM NAVBAR ====== --> |
| <div class="bottomNav"><a name="navbar.bottom"> |
| <!-- --> |
| </a> |
| <div class="skipNav"><a href="#skip.navbar.bottom" title="Skip navigation links">Skip navigation links</a></div> |
| <a name="navbar.bottom.firstrow"> |
| <!-- --> |
| </a> |
| <ul class="navList" title="Navigation"> |
| <li><a href="../../../../../overview-summary.html">Overview</a></li> |
| <li><a href="../package-summary.html">Package</a></li> |
| <li><a href="../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">Class</a></li> |
| <li class="navBarCell1Rev">Use</li> |
| <li><a href="../package-tree.html">Tree</a></li> |
| <li><a href="../../../../../deprecated-list.html">Deprecated</a></li> |
| <li><a href="../../../../../index-all.html">Index</a></li> |
| <li><a href="../../../../../help-doc.html">Help</a></li> |
| </ul> |
| </div> |
| <div class="subNav"> |
| <ul class="navList"> |
| <li>Prev</li> |
| <li>Next</li> |
| </ul> |
| <ul class="navList"> |
| <li><a href="../../../../../index.html?org/apache/ignite/ml/class-use/IgniteModel.html" target="_top">Frames</a></li> |
| <li><a href="IgniteModel.html" target="_top">No Frames</a></li> |
| </ul> |
| <ul class="navList" id="allclasses_navbar_bottom"> |
| <li><a href="../../../../../allclasses-noframe.html">All Classes</a></li> |
| </ul> |
| <div> |
| <script type="text/javascript"><!-- |
| allClassesLink = document.getElementById("allclasses_navbar_bottom"); |
| if(window==top) { |
| allClassesLink.style.display = "block"; |
| } |
| else { |
| allClassesLink.style.display = "none"; |
| } |
| //--> |
| </script> |
| </div> |
| <a name="skip.navbar.bottom"> |
| <!-- --> |
| </a></div> |
| <!-- ======== END OF BOTTOM NAVBAR ======= --> |
| <p class="legalCopy"><small><table width="100%" border="0" cellspacing=0 cellpadding=0 style="padding: 5px"> <tr> <td> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <a target=_blank href="https://ignite.apache.org"><nobr>2020 Copyright © Apache Software Foundation</nobr></a> </td> </tr> </tbody> </table> </td> <td width="100%" align="right" valign="center"> <a href="https://twitter.com/ApacheIgnite" class="twitter-follow-button" data-show-count="false" data-size="large">Follow @ApacheIgnite</a> </td> </tr> <tr> <td colspan="2" valign="top" align="left"> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <b>Ignite Database and Caching Platform</b> </td> <td>: ver. <strong>2.9.1</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>: December 9 2020 </td> </tr> </tbody> </table> </td> </tr> </table></small></p> |
| </body> |
| </html> |
