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| <div class="subTitle">org.apache.ignite.ml.selection.cv</div> |
| <h2 title="Class CrossValidation" class="title">Class CrossValidation<span class='angle_bracket'><</span>M extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a><span class='angle_bracket'>></span>,K,V<span class='angle_bracket'>></span></h2> |
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| <li> |
| <ul class="inheritance"> |
| <li><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">org.apache.ignite.ml.selection.cv.AbstractCrossValidation</a><span class='angle_bracket'><</span>M,K,V<span class='angle_bracket'>></span></li> |
| <li> |
| <ul class="inheritance"> |
| <li>org.apache.ignite.ml.selection.cv.CrossValidation<span class='angle_bracket'><</span>M,K,V<span class='angle_bracket'>></span></li> |
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| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>M</code> - Type of model.</dd> |
| <dd><code>K</code> - Type of a key in <code>upstream</code> data.</dd> |
| <dd><code>V</code> - Type of a value in <code>upstream</code> data.</dd> |
| </dl> |
| <dl> |
| <dt>All Implemented Interfaces:</dt> |
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| </dl> |
| <hr> |
| <br> |
| <pre>public class <span class="typeNameLabel">CrossValidation<span class='angle_bracket'><</span>M extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a><span class='angle_bracket'>></span>,K,V<span class='angle_bracket'>></span></span> |
| extends <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">AbstractCrossValidation</a><span class='angle_bracket'><</span>M,K,V<span class='angle_bracket'>></span></pre> |
| <div class="block">Cross validation score calculator. Cross validation is an approach that allows to avoid overfitting that is made the |
| following way: the training set is split into k smaller sets. The following procedure is followed for each of the k |
| “folds”: |
| <ul> |
| <li>A model is trained using k-1 of the folds as training data;</li> |
| <li>the resulting model is validated on the remaining part of the data (i.e., it is used as a test set to compute |
| a performance measure such as accuracy).</li> |
| </ul></div> |
| <dl> |
| <dt><span class="seeLabel">See Also:</span></dt> |
| <dd><a href="../../../../../../serialized-form.html#org.apache.ignite.ml.selection.cv.CrossValidation">Serialized Form</a></dd> |
| </dl> |
| </li> |
| </ul> |
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| <li class="blockList"><a name="nested.classes.inherited.from.class.org.apache.ignite.ml.selection.cv.AbstractCrossValidation"> |
| <!-- --> |
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| <h3>Nested classes/interfaces inherited from class org.apache.ignite.ml.selection.cv.<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">AbstractCrossValidation</a></h3> |
| <code><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.TaskResult.html" title="class in org.apache.ignite.ml.selection.cv">AbstractCrossValidation.TaskResult</a></code></li> |
| </ul> |
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| <li class="blockList"><a name="fields.inherited.from.class.org.apache.ignite.ml.selection.cv.AbstractCrossValidation"> |
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| <h3>Fields inherited from class org.apache.ignite.ml.selection.cv.<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">AbstractCrossValidation</a></h3> |
| <code><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#amountOfFolds">amountOfFolds</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#envBuilder">envBuilder</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#environment">environment</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#filter">filter</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#isRunningOnPipeline">isRunningOnPipeline</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#mapper">mapper</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#metric">metric</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#paramGrid">paramGrid</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#parts">parts</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#pipeline">pipeline</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#preprocessor">preprocessor</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#trainer">trainer</a></code></li> |
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| <caption><span>Constructors</span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#CrossValidation--">CrossValidation</a></span>()</code> </td> |
| </tr> |
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| <h3>Method Summary</h3> |
| <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> |
| <caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tr id="i0" class="altColor"> |
| <td class="colFirst"><code>double[]</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#scoreByFolds--">scoreByFolds</a></span>()</code> |
| <div class="block">Calculates score by folds.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">CrossValidation</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#withIgnite-org.apache.ignite.Ignite-">withIgnite</a></span>(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite)</code> </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">CrossValidation</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html#withUpstreamCache-org.apache.ignite.IgniteCache-">withUpstreamCache</a></span>(<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a><span class='angle_bracket'>></span> upstreamCache)</code> </td> |
| </tr> |
| </table> |
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| <li class="blockList"><a name="methods.inherited.from.class.org.apache.ignite.ml.selection.cv.AbstractCrossValidation"> |
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| <h3>Methods inherited from class org.apache.ignite.ml.selection.cv.<a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">AbstractCrossValidation</a></h3> |
| <code><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#isRunningOnPipeline-boolean-">isRunningOnPipeline</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#score-java.util.function.Function-">score</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#scorePipeline-java.util.function.Function-">scorePipeline</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#tuneHyperParameters--">tuneHyperParameters</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#withAmountOfFolds-int-">withAmountOfFolds</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#withEnvironmentBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-">withEnvironmentBuilder</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#withFilter-org.apache.ignite.lang.IgniteBiPredicate-">withFilter</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#withMapper-org.apache.ignite.ml.selection.split.mapper.UniformMapper-">withMapper</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#withMetric-org.apache.ignite.ml.selection.scoring.metric.MetricName-">withMetric</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#withParamGrid-org.apache.ignite.ml.selection.paramgrid.ParamGrid-">withParamGrid</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#withPipeline-org.apache.ignite.ml.pipeline.Pipeline-">withPipeline</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#withPreprocessor-org.apache.ignite.ml.preprocessing.Preprocessor-">withPreprocessor</a>, <a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#withTrainer-org.apache.ignite.ml.trainers.DatasetTrainer-">withTrainer</a></code></li> |
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| <h3>Methods inherited from class java.lang.<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a></h3> |
| <code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#clone--" title="class or interface in java.lang">clone</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#equals-java.lang.Object-" title="class or interface in java.lang">equals</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#finalize--" title="class or interface in java.lang">finalize</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#getClass--" title="class or interface in java.lang">getClass</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#hashCode--" title="class or interface in java.lang">hashCode</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#notify--" title="class or interface in java.lang">notify</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#notifyAll--" title="class or interface in java.lang">notifyAll</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#toString--" title="class or interface in java.lang">toString</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait--" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait-long-" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait-long-int-" title="class or interface in java.lang">wait</a></code></li> |
| </ul> |
| </li> |
| </ul> |
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| <!-- ========= CONSTRUCTOR DETAIL ======== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="constructor.detail"> |
| <!-- --> |
| </a> |
| <h3>Constructor Detail</h3> |
| <a name="CrossValidation--"> |
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| </a> |
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| <h4>CrossValidation</h4> |
| <pre>public CrossValidation()</pre> |
| </li> |
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| </a> |
| <h3>Method Detail</h3> |
| <a name="scoreByFolds--"> |
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| <h4>scoreByFolds</h4> |
| <pre>public double[] scoreByFolds()</pre> |
| <div class="block">Calculates score by folds.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html#scoreByFolds--">scoreByFolds</a></code> in class <code><a href="../../../../../../org/apache/ignite/ml/selection/cv/AbstractCrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">AbstractCrossValidation</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a> extends <a href="../../../../../../org/apache/ignite/ml/IgniteModel.html" title="interface in org.apache.ignite.ml">IgniteModel</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a><span class='angle_bracket'>></span>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a><span class='angle_bracket'>></span></code></dd> |
| </dl> |
| </li> |
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| <a name="withIgnite-org.apache.ignite.Ignite-"> |
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| <h4>withIgnite</h4> |
| <pre>public <a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">CrossValidation</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a><span class='angle_bracket'>></span> withIgnite(<a href="../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite)</pre> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>ignite</code> - Ignite.</dd> |
| </dl> |
| </li> |
| </ul> |
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| <h4>withUpstreamCache</h4> |
| <pre>public <a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="class in org.apache.ignite.ml.selection.cv">CrossValidation</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">M</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a><span class='angle_bracket'>></span> withUpstreamCache(<a href="../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">K</a>,<a href="../../../../../../org/apache/ignite/ml/selection/cv/CrossValidation.html" title="type parameter in CrossValidation">V</a><span class='angle_bracket'>></span> upstreamCache)</pre> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>upstreamCache</code> - Upstream cache.</dd> |
| </dl> |
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| <p class="legalCopy"><small><table width="100%" border="0" cellspacing=0 cellpadding=0 style="padding: 5px"> <tr> <td> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <a target=_blank href="https://ignite.apache.org"><nobr>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>2.8.0</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>: February 27 2020 </td> </tr> </tbody> </table> </td> </tr> </table></small></p> |
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