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| <h2 title="Uses of Class org.apache.ignite.ml.structures.LabeledVectorSet" class="title">Uses of Class<br>org.apache.ignite.ml.structures.LabeledVectorSet</h2> |
| </div> |
| <div class="classUseContainer"> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing packages, and an explanation"> |
| <caption><span>Packages that use <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Package</th> |
| <th class="colLast" scope="col">Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn">org.apache.ignite.ml.knn</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for kNN algorithms.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.knn.ann">org.apache.ignite.ml.knn.ann</a></td> |
| <td class="colLast"> |
| <div class="block">Contains main APIs for ANN classification algorithms.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.structures">org.apache.ignite.ml.structures</a></td> |
| <td class="colLast"> |
| <div class="block">Contains some internal utility structures.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.structures.partition">org.apache.ignite.ml.structures.partition</a></td> |
| <td class="colLast"> |
| <div class="block">Contains internal APIs for dataset partitioned labeled datasets.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><a href="#org.apache.ignite.ml.structures.preprocessing">org.apache.ignite.ml.structures.preprocessing</a></td> |
| <td class="colLast"> |
| <div class="block">Contains internal APIs for dataset pre-processing.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"> |
| <ul class="blockList"> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a> in <a href="../../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr 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><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">NNClassificationModel.</span><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><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>> neighborsFromPartitions)</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/knn/package-summary.html">org.apache.ignite.ml.knn</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <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><<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><<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>>></code></td> |
| <td class="colLast"><span class="typeNameLabel">NNClassificationModel.</span><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><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>> trainingData)</code> |
| <div class="block">Computes distances between given vector and each vector in training dataset.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <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"><span class="typeNameLabel">NNClassificationModel.</span><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><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>> 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><<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><<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>>> distanceIdxPairs)</code> |
| <div class="block">Iterates along entries in distance map and fill the resulting k-element array.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.knn.ann"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a> in <a href="../../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">ANNClassificationModel.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationModel.html#getCandidates--">getCandidates</a></span>()</code> </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">ANNModelFormat.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNModelFormat.html#getCandidates--">getCandidates</a></span>()</code> </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/knn/ann/package-summary.html">org.apache.ignite.ml.knn.ann</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationModel.html#ANNClassificationModel-org.apache.ignite.ml.structures.LabeledVectorSet-org.apache.ignite.ml.knn.ann.ANNClassificationTrainer.CentroidStat-">ANNClassificationModel</a></span>(<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>> centers, |
| <a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationTrainer.CentroidStat.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationTrainer.CentroidStat</a> centroindsStat)</code> |
| <div class="block">Build the model based on a candidates set.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNModelFormat.html#ANNModelFormat-int-org.apache.ignite.ml.math.distances.DistanceMeasure-boolean-org.apache.ignite.ml.structures.LabeledVectorSet-org.apache.ignite.ml.knn.ann.ANNClassificationTrainer.CentroidStat-">ANNModelFormat</a></span>(int k, |
| <a href="../../../../../../org/apache/ignite/ml/math/distances/DistanceMeasure.html" title="interface in org.apache.ignite.ml.math.distances">DistanceMeasure</a> measure, |
| boolean weighted, |
| <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>> candidates, |
| <a href="../../../../../../org/apache/ignite/ml/knn/ann/ANNClassificationTrainer.CentroidStat.html" title="class in org.apache.ignite.ml.knn.ann">ANNClassificationTrainer.CentroidStat</a> candidatesStat)</code> |
| <div class="block">Creates an instance.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.structures"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a> in <a href="../../../../../../org/apache/ignite/ml/structures/package-summary.html">org.apache.ignite.ml.structures</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/structures/package-summary.html">org.apache.ignite.ml.structures</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LabeledVectorSet.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html#copy--">copy</a></span>()</code> |
| <div class="block">Makes copy with new Label objects and old features and Metadata objects.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LabeledVectorSetTestTrainPair.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSetTestTrainPair.html#test--">test</a></span>()</code> |
| <div class="block">Test subset of the whole dataset.</div> |
| </td> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LabeledVectorSetTestTrainPair.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSetTestTrainPair.html#train--">train</a></span>()</code> |
| <div class="block">Train subset of the whole dataset.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing constructors, and an explanation"> |
| <caption><span>Constructors in <a href="../../../../../../org/apache/ignite/ml/structures/package-summary.html">org.apache.ignite.ml.structures</a> with parameters of type <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSetTestTrainPair.html#LabeledVectorSetTestTrainPair-org.apache.ignite.ml.structures.LabeledVectorSet-double-">LabeledVectorSetTestTrainPair</a></span>(<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a> dataset, |
| double testPercentage)</code> |
| <div class="block">Creates two subsets of given dataset.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.structures.partition"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a> in <a href="../../../../../../org/apache/ignite/ml/structures/partition/package-summary.html">org.apache.ignite.ml.structures.partition</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/structures/partition/package-summary.html">org.apache.ignite.ml.structures.partition</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a><<a href="../../../../../../org/apache/ignite/ml/structures/LabeledVector.html" title="class in org.apache.ignite.ml.structures">LabeledVector</a>></code></td> |
| <td class="colLast"><span class="typeNameLabel">LabeledDatasetPartitionDataBuilderOnHeap.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html#build-org.apache.ignite.ml.environment.LearningEnvironment-java.util.Iterator-long-C-">build</a></span>(<a href="../../../../../../org/apache/ignite/ml/environment/LearningEnvironment.html" title="interface in org.apache.ignite.ml.environment">LearningEnvironment</a> env, |
| <a href="https://docs.oracle.com/javase/8/docs/api/java/util/Iterator.html?is-external=true" title="class or interface in java.util">Iterator</a><<a href="../../../../../../org/apache/ignite/ml/dataset/UpstreamEntry.html" title="class in org.apache.ignite.ml.dataset">UpstreamEntry</a><<a href="../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">K</a>,<a href="../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">V</a>>> upstreamData, |
| long upstreamDataSize, |
| <a href="../../../../../../org/apache/ignite/ml/structures/partition/LabeledDatasetPartitionDataBuilderOnHeap.html" title="type parameter in LabeledDatasetPartitionDataBuilderOnHeap">C</a> ctx)</code> |
| <div class="block">Builds a new partition <code>data</code> from a partition <code>upstream</code> data and partition <code>context</code>.</div> |
| </td> |
| </tr> |
| </tbody> |
| </table> |
| </li> |
| <li class="blockList"><a name="org.apache.ignite.ml.structures.preprocessing"> |
| <!-- --> |
| </a> |
| <h3>Uses of <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a> in <a href="../../../../../../org/apache/ignite/ml/structures/preprocessing/package-summary.html">org.apache.ignite.ml.structures.preprocessing</a></h3> |
| <table class="useSummary" border="0" cellpadding="3" cellspacing="0" summary="Use table, listing methods, and an explanation"> |
| <caption><span>Methods in <a href="../../../../../../org/apache/ignite/ml/structures/preprocessing/package-summary.html">org.apache.ignite.ml.structures.preprocessing</a> that return <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a></span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tbody> |
| <tr class="altColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../org/apache/ignite/ml/structures/LabeledVectorSet.html" title="class in org.apache.ignite.ml.structures">LabeledVectorSet</a></code></td> |
| <td class="colLast"><span class="typeNameLabel">LabeledDatasetLoader.</span><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/structures/preprocessing/LabeledDatasetLoader.html#loadFromTxtFile-java.nio.file.Path-java.lang.String-boolean-">loadFromTxtFile</a></span>(<a href="https://docs.oracle.com/javase/8/docs/api/java/nio/file/Path.html?is-external=true" title="class or interface in java.nio.file">Path</a> pathToFile, |
| <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> separator, |
| boolean isFallOnBadData)</code> |
| <div class="block">Datafile should keep class labels in the first column.</div> |
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