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| <h2 title="Class KNNRegressionModel" class="title">Class KNNRegressionModel</h2> |
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| <li><a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html" title="class in org.apache.ignite.ml.knn">org.apache.ignite.ml.knn.NNClassificationModel</a></li> |
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| <li><a href="../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationModel.html" title="class in org.apache.ignite.ml.knn.classification">org.apache.ignite.ml.knn.classification.KNNClassificationModel</a></li> |
| <li> |
| <ul class="inheritance"> |
| <li>org.apache.ignite.ml.knn.regression.KNNRegressionModel</li> |
| </ul> |
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| <br> |
| <pre>public class <span class="typeNameLabel">KNNRegressionModel</span> |
| extends <a href="../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationModel.html" title="class in org.apache.ignite.ml.knn.classification">KNNClassificationModel</a></pre> |
| <div class="block">This class provides kNN Multiple Linear Regression or Locally [weighted] regression (Simple and Weighted versions). |
| |
| <p> This is an instance-based learning method. </p> |
| |
| <ul> |
| <li>Local means using nearby points (i.e. a nearest neighbors approach).</li> |
| <li>Weighted means we value points based upon how far away they are.</li> |
| <li>Regression means approximating a function.</li> |
| </ul></div> |
| <dl> |
| <dt><span class="seeLabel">See Also:</span></dt> |
| <dd><a href="../../../../../../serialized-form.html#org.apache.ignite.ml.knn.regression.KNNRegressionModel">Serialized Form</a></dd> |
| </dl> |
| </li> |
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| <li class="blockList"><a name="fields.inherited.from.class.org.apache.ignite.ml.knn.NNClassificationModel"> |
| <!-- --> |
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| <h3>Fields inherited from class org.apache.ignite.ml.knn.<a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html" title="class in org.apache.ignite.ml.knn">NNClassificationModel</a></h3> |
| <code><a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#distanceMeasure">distanceMeasure</a>, <a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#k">k</a>, <a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#stgy">stgy</a></code></li> |
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| <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/knn/regression/KNNRegressionModel.html#KNNRegressionModel-org.apache.ignite.ml.dataset.Dataset-">KNNRegressionModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a><span class='angle_bracket'><</span><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>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><span class='angle_bracket'>></span><span class='angle_bracket'>></span> dataset)</code> |
| <div class="block">Builds the model via prepared dataset.</div> |
| </td> |
| </tr> |
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| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
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| <td class="colFirst"><code><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></code></td> |
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| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/regression/KNNRegressionModel.html#toString--">toString</a></span>()</code></td> |
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| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/regression/KNNRegressionModel.html#toString-boolean-">toString</a></span>(boolean pretty)</code></td> |
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| <h3>Methods inherited from class org.apache.ignite.ml.knn.classification.<a href="../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationModel.html" title="class in org.apache.ignite.ml.knn.classification">KNNClassificationModel</a></h3> |
| <code><a href="../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationModel.html#copyStateFrom-org.apache.ignite.ml.knn.classification.KNNClassificationModel-">copyStateFrom</a>, <a href="../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationModel.html#findKNearestNeighbors-org.apache.ignite.ml.math.primitives.vector.Vector-">findKNearestNeighbors</a>, <a href="../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationModel.html#saveModel-org.apache.ignite.ml.Exporter-P-">saveModel</a></code></li> |
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| <h3>Methods inherited from class org.apache.ignite.ml.knn.<a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html" title="class in org.apache.ignite.ml.knn">NNClassificationModel</a></h3> |
| <code><a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#buildLabeledDatasetOnListOfVectors-java.util.List-">buildLabeledDatasetOnListOfVectors</a>, <a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#copyParametersFrom-org.apache.ignite.ml.knn.NNClassificationModel-">copyParametersFrom</a>, <a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#equals-java.lang.Object-">equals</a>, <a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#getClassVoteForVector-org.apache.ignite.ml.knn.classification.NNStrategy-double-">getClassVoteForVector</a>, <a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#getClassWithMaxVotes-java.util.Map-">getClassWithMaxVotes</a>, <a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#getDistanceMeasure--">getDistanceMeasure</a>, <a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#getDistances-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.structures.LabeledVectorSet-">getDistances</a>, <a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#getKClosestVectors-org.apache.ignite.ml.structures.LabeledVectorSet-java.util.TreeMap-">getKClosestVectors</a>, <a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#hashCode--">hashCode</a>, <a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#putDistanceIdxPair-java.util.Map-int-double-">putDistanceIdxPair</a>, <a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#withDistanceMeasure-org.apache.ignite.ml.math.distances.DistanceMeasure-">withDistanceMeasure</a>, <a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#withK-int-">withK</a>, <a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#withStrategy-org.apache.ignite.ml.knn.classification.NNStrategy-">withStrategy</a></code></li> |
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| <h4>KNNRegressionModel</h4> |
| <pre>public KNNRegressionModel(<a href="../../../../../../org/apache/ignite/ml/dataset/Dataset.html" title="interface in org.apache.ignite.ml.dataset">Dataset</a><span class='angle_bracket'><</span><a href="../../../../../../org/apache/ignite/ml/dataset/primitive/context/EmptyContext.html" title="class in org.apache.ignite.ml.dataset.primitive.context">EmptyContext</a>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a><span class='angle_bracket'><</span><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>,<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><span class='angle_bracket'>></span><span class='angle_bracket'>></span> dataset)</pre> |
| <div class="block">Builds the model via prepared dataset.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>dataset</code> - Specially prepared object to run algorithm over it.</dd> |
| </dl> |
| </li> |
| </ul> |
| </li> |
| </ul> |
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| <h3>Method Detail</h3> |
| <a name="apply-org.apache.ignite.ml.math.primitives.vector.Vector-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
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| <h4>apply</h4> |
| <pre>public <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> apply(<a href="../../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v)</pre> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/function/Function.html?is-external=true#apply-T-" title="class or interface in java.util.function">apply</a></code> in interface <code><a href="http://docs.oracle.com/javase/8/docs/api/java/util/function/Function.html?is-external=true" title="class or interface in java.util.function">Function</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></code></dd> |
| <dt><span class="overrideSpecifyLabel">Overrides:</span></dt> |
| <dd><code><a href="../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationModel.html#apply-org.apache.ignite.ml.math.primitives.vector.Vector-">apply</a></code> in class <code><a href="../../../../../../org/apache/ignite/ml/knn/classification/KNNClassificationModel.html" title="class in org.apache.ignite.ml.knn.classification">KNNClassificationModel</a></code></dd> |
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| <a name="toString--"> |
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| <h4>toString</h4> |
| <pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> toString()</pre> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Overrides:</span></dt> |
| <dd><code><a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#toString--">toString</a></code> in class <code><a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html" title="class in org.apache.ignite.ml.knn">NNClassificationModel</a></code></dd> |
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| <h4>toString</h4> |
| <pre>public <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> toString(boolean pretty)</pre> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../org/apache/ignite/ml/Model.html#toString-boolean-">toString</a></code> in interface <code><a href="../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</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></code></dd> |
| <dt><span class="overrideSpecifyLabel">Overrides:</span></dt> |
| <dd><code><a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#toString-boolean-">toString</a></code> in class <code><a href="../../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html" title="class in org.apache.ignite.ml.knn">NNClassificationModel</a></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>pretty</code> - Use pretty mode.</dd> |
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