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| <div class="subTitle">org.apache.ignite.ml.selection.paramgrid</div> |
| <h2 title="Class EvolutionOptimizationStrategy" class="title">Class EvolutionOptimizationStrategy</h2> |
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| <li>org.apache.ignite.ml.selection.paramgrid.EvolutionOptimizationStrategy</li> |
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| <pre>public class <span class="typeNameLabel">EvolutionOptimizationStrategy</span> |
| extends <a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/HyperParameterTuningStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">HyperParameterTuningStrategy</a></pre> |
| <div class="block">Represents the Genetic algorithms usage for finding the best set of hyper-parameters.</div> |
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| <th class="colOne" scope="col">Constructor and Description</th> |
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| <tr class="altColor"> |
| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#EvolutionOptimizationStrategy--">EvolutionOptimizationStrategy</a></span>()</code> </td> |
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| <th class="colFirst" scope="col">Modifier and Type</th> |
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| <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/paramgrid/EvolutionOptimizationStrategy.html#getCrossingoverProbability--">getCrossingoverProbability</a></span>()</code> </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/util/genetic/CrossoverStrategy.html" title="enum in org.apache.ignite.ml.util.genetic">CrossoverStrategy</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#getCrossoverStgy--">getCrossoverStgy</a></span>()</code> </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>double</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#getMutationProbability--">getMutationProbability</a></span>()</code> </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code><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></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#getName--">getName</a></span>()</code> |
| <div class="block">Returns the name of strategy.</div> |
| </td> |
| </tr> |
| <tr id="i4" class="altColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#getNumberOfEliteChromosomes--">getNumberOfEliteChromosomes</a></span>()</code> </td> |
| </tr> |
| <tr id="i5" class="rowColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#getNumberOfGenerations--">getNumberOfGenerations</a></span>()</code> </td> |
| </tr> |
| <tr id="i6" class="altColor"> |
| <td class="colFirst"><code>long</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#getSeed--">getSeed</a></span>()</code> </td> |
| </tr> |
| <tr id="i7" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/util/genetic/SelectionStrategy.html" title="enum in org.apache.ignite.ml.util.genetic">SelectionStrategy</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#getSelectionStgy--">getSelectionStgy</a></span>()</code> </td> |
| </tr> |
| <tr id="i8" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">EvolutionOptimizationStrategy</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#withCrossingoverProbability-double-">withCrossingoverProbability</a></span>(double crossingoverProbability)</code> </td> |
| </tr> |
| <tr id="i9" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">EvolutionOptimizationStrategy</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#withCrossoverStgy-org.apache.ignite.ml.util.genetic.CrossoverStrategy-">withCrossoverStgy</a></span>(<a href="../../../../../../org/apache/ignite/ml/util/genetic/CrossoverStrategy.html" title="enum in org.apache.ignite.ml.util.genetic">CrossoverStrategy</a> crossoverStgy)</code> </td> |
| </tr> |
| <tr id="i10" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">EvolutionOptimizationStrategy</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#withMutationProbability-double-">withMutationProbability</a></span>(double mutationProbability)</code> </td> |
| </tr> |
| <tr id="i11" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">EvolutionOptimizationStrategy</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#withNumberOfEliteChromosomes-int-">withNumberOfEliteChromosomes</a></span>(int numberOfEliteChromosomes)</code> </td> |
| </tr> |
| <tr id="i12" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">EvolutionOptimizationStrategy</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#withNumberOfGenerations-int-">withNumberOfGenerations</a></span>(int numberOfGenerations)</code> </td> |
| </tr> |
| <tr id="i13" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">EvolutionOptimizationStrategy</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#withSeed-long-">withSeed</a></span>(long seed)</code> |
| <div class="block">Set up the seed number.</div> |
| </td> |
| </tr> |
| <tr id="i14" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">EvolutionOptimizationStrategy</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html#withSelectionStgy-org.apache.ignite.ml.util.genetic.SelectionStrategy-">withSelectionStgy</a></span>(<a href="../../../../../../org/apache/ignite/ml/util/genetic/SelectionStrategy.html" title="enum in org.apache.ignite.ml.util.genetic">SelectionStrategy</a> selectionStgy)</code> </td> |
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| <h4>EvolutionOptimizationStrategy</h4> |
| <pre>public EvolutionOptimizationStrategy()</pre> |
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| <h4>getNumberOfGenerations</h4> |
| <pre>public int getNumberOfGenerations()</pre> |
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| <h4>getNumberOfEliteChromosomes</h4> |
| <pre>public int getNumberOfEliteChromosomes()</pre> |
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| <h4>getCrossingoverProbability</h4> |
| <pre>public double getCrossingoverProbability()</pre> |
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| <pre>public double getMutationProbability()</pre> |
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| <pre>public <a href="../../../../../../org/apache/ignite/ml/util/genetic/CrossoverStrategy.html" title="enum in org.apache.ignite.ml.util.genetic">CrossoverStrategy</a> getCrossoverStgy()</pre> |
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| <h4>getSelectionStgy</h4> |
| <pre>public <a href="../../../../../../org/apache/ignite/ml/util/genetic/SelectionStrategy.html" title="enum in org.apache.ignite.ml.util.genetic">SelectionStrategy</a> getSelectionStgy()</pre> |
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| <pre>public <a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">EvolutionOptimizationStrategy</a> withSeed(long seed)</pre> |
| <div class="block">Set up the seed number.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>seed</code> - Seed.</dd> |
| </dl> |
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| <pre>public <a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">EvolutionOptimizationStrategy</a> withCrossingoverProbability(double crossingoverProbability)</pre> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>crossingoverProbability</code> - Crossingover probability.</dd> |
| </dl> |
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| <pre>public <a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">EvolutionOptimizationStrategy</a> withMutationProbability(double mutationProbability)</pre> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>mutationProbability</code> - Mutation probability.</dd> |
| </dl> |
| </li> |
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| <pre>public <a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">EvolutionOptimizationStrategy</a> withCrossoverStgy(<a href="../../../../../../org/apache/ignite/ml/util/genetic/CrossoverStrategy.html" title="enum in org.apache.ignite.ml.util.genetic">CrossoverStrategy</a> crossoverStgy)</pre> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>crossoverStgy</code> - Crossover strategy.</dd> |
| </dl> |
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| </ul> |
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| <h4>withSelectionStgy</h4> |
| <pre>public <a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">EvolutionOptimizationStrategy</a> withSelectionStgy(<a href="../../../../../../org/apache/ignite/ml/util/genetic/SelectionStrategy.html" title="enum in org.apache.ignite.ml.util.genetic">SelectionStrategy</a> selectionStgy)</pre> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>selectionStgy</code> - Selection strategy.</dd> |
| </dl> |
| </li> |
| </ul> |
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| <pre>public <a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">EvolutionOptimizationStrategy</a> withNumberOfEliteChromosomes(int numberOfEliteChromosomes)</pre> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>numberOfEliteChromosomes</code> - Number of elite chromosomes.</dd> |
| </dl> |
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| <pre>public <a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/EvolutionOptimizationStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">EvolutionOptimizationStrategy</a> withNumberOfGenerations(int numberOfGenerations)</pre> |
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| <dd><code>numberOfGenerations</code> - Number of generations.</dd> |
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| <div class="block">Returns the name of strategy.</div> |
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| <dd><code><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/HyperParameterTuningStrategy.html#getName--">getName</a></code> in class <code><a href="../../../../../../org/apache/ignite/ml/selection/paramgrid/HyperParameterTuningStrategy.html" title="class in org.apache.ignite.ml.selection.paramgrid">HyperParameterTuningStrategy</a></code></dd> |
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