Package

org.incal.spark_ml.models

clustering

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package clustering

Visibility
  1. Public
  2. All

Type Members

  1. case class BisectingKMeans(_id: Option[BSONObjectID] = None, k: Int, maxIteration: Option[Int] = None, seed: Option[Long] = None, minDivisibleClusterSize: Option[Double] = None, name: Option[String] = None, createdById: Option[BSONObjectID] = None, timeCreated: Date = new Date()) extends Clustering with Product with Serializable

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  2. abstract class Clustering extends AnyRef

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  3. case class GaussianMixture(_id: Option[BSONObjectID] = None, k: Int, maxIteration: Option[Int] = None, tolerance: Option[Double] = None, seed: Option[Long] = None, name: Option[String] = None, createdById: Option[BSONObjectID] = None, timeCreated: Date = new Date()) extends Clustering with Product with Serializable

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  4. case class KMeans(_id: Option[BSONObjectID] = None, k: Int, maxIteration: Option[Int] = None, tolerance: Option[Double] = None, seed: Option[Long] = None, initMode: Option[KMeansInitMode.Value] = None, initSteps: Option[Int] = None, name: Option[String] = None, createdById: Option[BSONObjectID] = None, timeCreated: Date = new Date()) extends Clustering with Product with Serializable

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  5. case class LDA(_id: Option[BSONObjectID] = None, k: Int, maxIteration: Option[Int] = None, seed: Option[Long] = None, checkpointInterval: Option[Int] = None, docConcentration: Option[Seq[Double]] = None, topicConcentration: Option[Double] = None, optimizer: Option[LDAOptimizer.Value] = None, learningOffset: Option[Double] = None, learningDecay: Option[Double] = None, subsamplingRate: Option[Double] = None, optimizeDocConcentration: Option[Boolean] = None, keepLastCheckpoint: Option[Boolean] = None, name: Option[String] = None, createdById: Option[BSONObjectID] = None, timeCreated: Date = new Date()) extends Clustering with Product with Serializable

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Value Members

  1. object KMeansInitMode extends Enumeration

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  2. object LDAOptimizer extends Enumeration

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Ungrouped