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| <h2 title="Class NNClassificationModel" class="title">Class NNClassificationModel</h2> |
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| <ul class="inheritance"> |
| <li>org.apache.ignite.ml.knn.NNClassificationModel</li> |
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| <dt>All Implemented Interfaces:</dt> |
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| </dl> |
| <dl> |
| <dt>Direct Known Subclasses:</dt> |
| <dd><a href="../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationModel.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationModel</a></dd> |
| </dl> |
| <hr> |
| <br> |
| <pre>public abstract class <span class="typeNameLabel">NNClassificationModel</span> |
| extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a> |
| implements <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>, <a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/knn/ann/KNNModelFormat.html" title="class in org.apache.ignite.ml.knn.ann">KNNModelFormat</a><span class='angle_bracket'>></span>, <a href="../../../../../org/apache/ignite/ml/environment/deploy/DeployableObject.html" title="interface in org.apache.ignite.ml.environment.deploy">DeployableObject</a></pre> |
| <div class="block">Common methods and fields for all kNN and aNN models |
| to predict label based on neighbours' labels.</div> |
| <dl> |
| <dt><span class="seeLabel">See Also:</span></dt> |
| <dd><a href="../../../../../serialized-form.html#org.apache.ignite.ml.knn.NNClassificationModel">Serialized Form</a></dd> |
| </dl> |
| </li> |
| </ul> |
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| <li class="blockList"> |
| <!-- =========== FIELD SUMMARY =========== --> |
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| </a> |
| <h3>Field Summary</h3> |
| <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Field Summary table, listing fields, and an explanation"> |
| <caption><span>Fields</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> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#distanceMeasure">distanceMeasure</a></span></code> |
| <div class="block">Distance measure.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#k">k</a></span></code> |
| <div class="block">Amount of nearest neighbors.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected boolean</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#weighted">weighted</a></span></code> |
| <div class="block">kNN strategy.</div> |
| </td> |
| </tr> |
| </table> |
| </li> |
| </ul> |
| <!-- ======== CONSTRUCTOR SUMMARY ======== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="constructor.summary"> |
| <!-- --> |
| </a> |
| <h3>Constructor Summary</h3> |
| <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation"> |
| <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/knn/NNClassificationModel.html#NNClassificationModel--">NNClassificationModel</a></span>()</code> </td> |
| </tr> |
| </table> |
| </li> |
| </ul> |
| <!-- ========== METHOD SUMMARY =========== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="method.summary"> |
| <!-- --> |
| </a> |
| <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="t3" class="tableTab"><span><a href="javascript:show(4);">Abstract 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>protected <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="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#buildLabeledDatasetOnListOfVectors-java.util.List-">buildLabeledDatasetOnListOfVectors</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><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><span class='angle_bracket'>></span> neighborsFromPartitions)</code> </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code>protected void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#copyParametersFrom-org.apache.ignite.ml.knn.NNClassificationModel-">copyParametersFrom</a></span>(<a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html" title="class in org.apache.ignite.ml.knn">NNClassificationModel</a> mdl)</code> |
| <div class="block">Sets parameters from other model to this model.</div> |
| </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>boolean</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#equals-java.lang.Object-">equals</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a> obj)</code></td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code>protected double</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#getClassVoteForVector-boolean-double-">getClassVoteForVector</a></span>(boolean weighted, |
| double distance)</code> </td> |
| </tr> |
| <tr id="i4" class="altColor"> |
| <td class="colFirst"><code>protected double</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#getClassWithMaxVotes-java.util.Map-">getClassWithMaxVotes</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><span class='angle_bracket'><</span><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><span class='angle_bracket'>></span> clsVotes)</code> </td> |
| </tr> |
| <tr id="i5" 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><span class='angle_bracket'><</span><a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a><span class='angle_bracket'>></span></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#getDependencies--">getDependencies</a></span>()</code> |
| <div class="block">Returns dependencies of this object that can be object with class defined by client side and unknown for server.</div> |
| </td> |
| </tr> |
| <tr id="i6" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#getDistanceMeasure--">getDistanceMeasure</a></span>()</code> </td> |
| </tr> |
| <tr id="i7" class="rowColor"> |
| <td class="colFirst"><code>protected @NotNull <a href="https://docs.oracle.com/javase/8/docs/api/java/util/TreeMap.html?is-external=true" title="class or interface in java.util">TreeMap</a><span class='angle_bracket'><</span><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/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><span class='angle_bracket'><</span><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><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/knn/NNClassificationModel.html#getDistances-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.structures.LabeledVectorSet-">getDistances</a></span>(<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v, |
| <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="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><span class='angle_bracket'>></span> trainingData)</code> |
| <div class="block">Computes distances between given vector and each vector in training dataset.</div> |
| </td> |
| </tr> |
| <tr id="i8" class="altColor"> |
| <td class="colFirst"><code>protected @NotNull <a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>[]</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#getKClosestVectors-org.apache.ignite.ml.structures.LabeledVectorSet-java.util.TreeMap-">getKClosestVectors</a></span>(<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="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><span class='angle_bracket'>></span> trainingData, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/TreeMap.html?is-external=true" title="class or interface in java.util">TreeMap</a><span class='angle_bracket'><</span><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/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><span class='angle_bracket'><</span><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><span class='angle_bracket'>></span><span class='angle_bracket'>></span> distanceIdxPairs)</code> |
| <div class="block">Iterates along entries in distance map and fill the resulting k-element array.</div> |
| </td> |
| </tr> |
| <tr id="i9" class="rowColor"> |
| <td class="colFirst"><code>int</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#hashCode--">hashCode</a></span>()</code></td> |
| </tr> |
| <tr id="i10" class="altColor"> |
| <td class="colFirst"><code>protected void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#putDistanceIdxPair-java.util.Map-int-double-">putDistanceIdxPair</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><span class='angle_bracket'><</span><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/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><span class='angle_bracket'><</span><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><span class='angle_bracket'>></span><span class='angle_bracket'>></span> distanceIdxPairs, |
| int i, |
| double distance)</code> </td> |
| </tr> |
| <tr id="i11" class="rowColor"> |
| <td class="colFirst"><code>abstract <span class='angle_bracket'><</span>P<span class='angle_bracket'>></span> void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#saveModel-org.apache.ignite.ml.Exporter-P-">saveModel</a></span>(<a href="../../../../../org/apache/ignite/ml/Exporter.html" title="interface in org.apache.ignite.ml">Exporter</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/knn/ann/KNNModelFormat.html" title="class in org.apache.ignite.ml.knn.ann">KNNModelFormat</a>,P<span class='angle_bracket'>></span> exporter, |
| P path)</code> |
| <div class="block">Save model by the given path.</div> |
| </td> |
| </tr> |
| <tr id="i12" class="altColor"> |
| <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/knn/NNClassificationModel.html#toString--">toString</a></span>()</code></td> |
| </tr> |
| <tr id="i13" 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/knn/NNClassificationModel.html#toString-boolean-">toString</a></span>(boolean pretty)</code></td> |
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| <tr id="i14" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html" title="class in org.apache.ignite.ml.knn">NNClassificationModel</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#withDistanceMeasure-org.apache.ignite.ml.math.distances.DistanceMeasure-">withDistanceMeasure</a></span>(<a href="../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a> distanceMeasure)</code> |
| <div class="block">Set up parameter of the NN model.</div> |
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| <td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html" title="class in org.apache.ignite.ml.knn">NNClassificationModel</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#withK-int-">withK</a></span>(int k)</code> |
| <div class="block">Set up parameter of the NN model.</div> |
| </td> |
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| <tr id="i16" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html" title="class in org.apache.ignite.ml.knn">NNClassificationModel</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html#withWeighted-boolean-">withWeighted</a></span>(boolean weighted)</code> |
| <div class="block">Sets up <code>weighted</code> parameter.</div> |
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| <code><a href="../../../../../org/apache/ignite/ml/inference/Model.html#predict-I-">predict</a></code></li> |
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| <pre>protected int k</pre> |
| <div class="block">Amount of nearest neighbors.</div> |
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| <div class="block">Distance measure.</div> |
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| <pre>protected boolean weighted</pre> |
| <div class="block">kNN strategy.</div> |
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| <div class="block">Set up parameter of the NN model.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>k</code> - Amount of nearest neighbors.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Model.</dd> |
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| <div class="block">Sets up <code>weighted</code> parameter.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>weighted</code> - Weighted or not.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>This instance.</dd> |
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| <pre>public <a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html" title="class in org.apache.ignite.ml.knn">NNClassificationModel</a> withDistanceMeasure(<a href="../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a> distanceMeasure)</pre> |
| <div class="block">Set up parameter of the NN model.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>distanceMeasure</code> - Distance measure.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Model.</dd> |
| </dl> |
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| <pre>protected <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="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><span class='angle_bracket'>></span> buildLabeledDatasetOnListOfVectors(<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/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><span class='angle_bracket'>></span> neighborsFromPartitions)</pre> |
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| <pre>@NotNull |
| protected @NotNull <a href="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>[] getKClosestVectors(<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="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><span class='angle_bracket'>></span> trainingData, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/TreeMap.html?is-external=true" title="class or interface in java.util">TreeMap</a><span class='angle_bracket'><</span><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/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><span class='angle_bracket'><</span><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><span class='angle_bracket'>></span><span class='angle_bracket'>></span> distanceIdxPairs)</pre> |
| <div class="block">Iterates along entries in distance map and fill the resulting k-element array.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>trainingData</code> - The training data.</dd> |
| <dd><code>distanceIdxPairs</code> - The distance map.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>K-nearest neighbors.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="getDistances-org.apache.ignite.ml.math.primitives.vector.Vector-org.apache.ignite.ml.structures.LabeledVectorSet-"> |
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| <h4>getDistances</h4> |
| <pre>@NotNull |
| protected @NotNull <a href="https://docs.oracle.com/javase/8/docs/api/java/util/TreeMap.html?is-external=true" title="class or interface in java.util">TreeMap</a><span class='angle_bracket'><</span><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/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><span class='angle_bracket'><</span><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><span class='angle_bracket'>></span><span class='angle_bracket'>></span> getDistances(<a href="../../../../../org/apache/ignite/ml/math/primitives/vector/Vector.html" title="interface in org.apache.ignite.ml.math.primitives.vector">Vector</a> v, |
| <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="../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a><span class='angle_bracket'>></span> trainingData)</pre> |
| <div class="block">Computes distances between given vector and each vector in training dataset.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>v</code> - The given vector.</dd> |
| <dd><code>trainingData</code> - The training dataset.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Key - distanceMeasure from given features before features with idx stored in value. Value is presented |
| with Set because there can be a few vectors with the same distance.</dd> |
| </dl> |
| </li> |
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| <pre>protected void putDistanceIdxPair(<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><span class='angle_bracket'><</span><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/util/Set.html?is-external=true" title="class or interface in java.util">Set</a><span class='angle_bracket'><</span><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><span class='angle_bracket'>></span><span class='angle_bracket'>></span> distanceIdxPairs, |
| int i, |
| double distance)</pre> |
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| <pre>protected double getClassWithMaxVotes(<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><span class='angle_bracket'><</span><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><span class='angle_bracket'>></span> clsVotes)</pre> |
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| double distance)</pre> |
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| <pre>public int hashCode()</pre> |
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| <dt><span class="overrideSpecifyLabel">Overrides:</span></dt> |
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| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../org/apache/ignite/ml/IgniteModel.html#toString-boolean-">toString</a></code> in interface <code><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></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>pretty</code> - Use pretty mode.</dd> |
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| <pre>protected void copyParametersFrom(<a href="../../../../../org/apache/ignite/ml/knn/NNClassificationModel.html" title="class in org.apache.ignite.ml.knn">NNClassificationModel</a> mdl)</pre> |
| <div class="block">Sets parameters from other model to this model.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>mdl</code> - Model.</dd> |
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| <a name="saveModel-org.apache.ignite.ml.Exporter-java.lang.Object-"> |
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| <pre>public abstract <span class='angle_bracket'><</span>P<span class='angle_bracket'>></span> void saveModel(<a href="../../../../../org/apache/ignite/ml/Exporter.html" title="interface in org.apache.ignite.ml">Exporter</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/knn/ann/KNNModelFormat.html" title="class in org.apache.ignite.ml.knn.ann">KNNModelFormat</a>,P<span class='angle_bracket'>></span> exporter, |
| P path)</pre> |
| <div class="block">Save model by the given path.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../org/apache/ignite/ml/Exportable.html#saveModel-org.apache.ignite.ml.Exporter-P-">saveModel</a></code> in interface <code><a href="../../../../../org/apache/ignite/ml/Exportable.html" title="interface in org.apache.ignite.ml">Exportable</a><span class='angle_bracket'><</span><a href="../../../../../org/apache/ignite/ml/knn/ann/KNNModelFormat.html" title="class in org.apache.ignite.ml.knn.ann">KNNModelFormat</a><span class='angle_bracket'>></span></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>exporter</code> - Exporter.</dd> |
| <dd><code>path</code> - Path to saved model.</dd> |
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| <div class="block">Returns dependencies of this object that can be object with class defined by client side and unknown for server.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../org/apache/ignite/ml/environment/deploy/DeployableObject.html#getDependencies--">getDependencies</a></code> in interface <code><a href="../../../../../org/apache/ignite/ml/environment/deploy/DeployableObject.html" title="interface in org.apache.ignite.ml.environment.deploy">DeployableObject</a></code></dd> |
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