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| <h2 title="Class GDBOnTreesLearningStrategy" class="title">Class GDBOnTreesLearningStrategy</h2> |
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| <li><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html" title="class in org.apache.ignite.ml.composition.boosting">org.apache.ignite.ml.composition.boosting.GDBLearningStrategy</a></li> |
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| <li>org.apache.ignite.ml.tree.boosting.GDBOnTreesLearningStrategy</li> |
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| <pre>public class <span class="typeNameLabel">GDBOnTreesLearningStrategy</span> |
| extends <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html" title="class in org.apache.ignite.ml.composition.boosting">GDBLearningStrategy</a></pre> |
| <div class="block">Gradient boosting on trees specific learning strategy reusing learning dataset with index between several learning |
| iterations.</div> |
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| <code><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#baseMdlTrainerBuilder">baseMdlTrainerBuilder</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#checkConvergenceStgyFactory">checkConvergenceStgyFactory</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#cntOfIterations">cntOfIterations</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#compositionWeights">compositionWeights</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#envBuilder">envBuilder</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#externalLbToInternalMapping">externalLbToInternalMapping</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#loss">loss</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#meanLbVal">meanLbVal</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#sampleSize">sampleSize</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#trainerEnvironment">trainerEnvironment</a></code></li> |
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| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/boosting/GDBOnTreesLearningStrategy.html#GDBOnTreesLearningStrategy-boolean-">GDBOnTreesLearningStrategy</a></span>(boolean useIdx)</code> |
| <div class="block">Create an instance of learning strategy.</div> |
| </td> |
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| <td class="colFirst"><code><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></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><span class='angle_bracket'><</span><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="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 class='angle_bracket'>></span><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/tree/boosting/GDBOnTreesLearningStrategy.html#update-org.apache.ignite.ml.composition.boosting.GDBModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">update</a></span>(<a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBModel</a> mdlToUpdate, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> 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> |
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| <h3>Methods inherited from class org.apache.ignite.ml.composition.boosting.<a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html" title="class in org.apache.ignite.ml.composition.boosting">GDBLearningStrategy</a></h3> |
| <code><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#getCompositionWeights--">getCompositionWeights</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#getMeanValue--">getMeanValue</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#initLearningState-org.apache.ignite.ml.composition.boosting.GDBModel-">initLearningState</a>, <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>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#withBaseModelTrainerBuilder-org.apache.ignite.ml.math.functions.IgniteSupplier-">withBaseModelTrainerBuilder</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#withCheckConvergenceStgyFactory-org.apache.ignite.ml.composition.boosting.convergence.ConvergenceCheckerFactory-">withCheckConvergenceStgyFactory</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#withCntOfIterations-int-">withCntOfIterations</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#withCompositionWeights-double:A-">withCompositionWeights</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#withDefaultGradStepSize-double-">withDefaultGradStepSize</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#withEnvironmentBuilder-org.apache.ignite.ml.environment.LearningEnvironmentBuilder-">withEnvironmentBuilder</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#withExternalLabelToInternal-org.apache.ignite.ml.math.functions.IgniteFunction-">withExternalLabelToInternal</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#withLossGradient-org.apache.ignite.ml.composition.boosting.loss.Loss-">withLossGradient</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#withMeanLabelValue-double-">withMeanLabelValue</a>, <a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#withSampleSize-long-">withSampleSize</a></code></li> |
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| <h4>GDBOnTreesLearningStrategy</h4> |
| <pre>public GDBOnTreesLearningStrategy(boolean useIdx)</pre> |
| <div class="block">Create an instance of learning strategy.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>useIdx</code> - Use index.</dd> |
| </dl> |
| </li> |
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| <a name="update-org.apache.ignite.ml.composition.boosting.GDBModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-"> |
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| <h4>update</h4> |
| <pre>public <span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></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><span class='angle_bracket'><</span><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="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 class='angle_bracket'>></span><span class='angle_bracket'>></span> update(<a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBModel.html" title="class in org.apache.ignite.ml.composition.boosting">GDBModel</a> mdlToUpdate, |
| <a href="../../../../../../org/apache/ignite/ml/dataset/DatasetBuilder.html" title="interface in org.apache.ignite.ml.dataset">DatasetBuilder</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> datasetBuilder, |
| <a href="../../../../../../org/apache/ignite/ml/preprocessing/Preprocessor.html" title="interface in org.apache.ignite.ml.preprocessing">Preprocessor</a><span class='angle_bracket'><</span>K,V<span class='angle_bracket'>></span> vectorizer)</pre> |
| <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. In other case trains new model.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Overrides:</span></dt> |
| <dd><code><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html#update-org.apache.ignite.ml.composition.boosting.GDBModel-org.apache.ignite.ml.dataset.DatasetBuilder-org.apache.ignite.ml.preprocessing.Preprocessor-">update</a></code> in class <code><a href="../../../../../../org/apache/ignite/ml/composition/boosting/GDBLearningStrategy.html" title="class in org.apache.ignite.ml.composition.boosting">GDBLearningStrategy</a></code></dd> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <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> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>mdlToUpdate</code> - Learned model.</dd> |
| <dd><code>datasetBuilder</code> - Dataset builder.</dd> |
| <dd><code>vectorizer</code> - Upstream preprocessor.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Updated models list.</dd> |
| </dl> |
| </li> |
| </ul> |
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