com.redhat.et.silex

cluster

package cluster

Visibility
  1. Public
  2. All

Type Members

  1. class ClusteringRandomForestModel extends Serializable

    Enhance Spark RandomForestModel objects with methods for Random Forest Clustering

  2. class ClusteringTreeModel extends Serializable

    Enhance a Spark DecisionTreeModel object with methods for Random Forest clustering

  3. case class KMedoids[T](metric: (T, T) ⇒ Double, k: Int, maxIterations: Int, epsilon: Double, fractionEpsilon: Double, sampleSize: Int, numThreads: Int, seed: Long) extends Serializable with Logging with Product

    An object for training a K-Medoid clustering model on Seq or RDD data.

  4. class KMedoidsModel[T] extends Serializable

    Represents a K-Medoids clustering model

  5. case class RandomForestCluster[T](extractor: (T) ⇒ Seq[Double], categoryInfo: Map[Int, Int], syntheticSS: Int, rfNumTrees: Int, rfMaxDepth: Int, rfMaxBins: Int, clusterK: Int, clusterMaxIter: Int, clusterEps: Double, clusterFractionEps: Double, clusterSS: Int, clusterThreads: Int, seed: Long) extends Serializable with Logging with Product

    An object for training a Random Forest clustering model on unsupervised data.

  6. class RandomForestClusterModel[T] extends Serializable

    Represents a Random Forest clustering model of some data objects

Value Members

  1. object ClusteringRandomForestModel extends Serializable

  2. object ClusteringTreeModel extends Serializable

    Class definitions for ClusteringTreeModel methods

  3. object KMedoids extends Logging with Serializable

    Utilities used by K-Medoids clustering

  4. object KMedoidsModel extends Serializable

    Utility functions for KMedoidsModel

  5. object RandomForestCluster extends Serializable

    Factory functions and implicits for RandomForestCluster

  6. object RandomForestClusterModel extends Serializable

    Factory functions and implicits for RandomForestClusterModel

  7. package infra

Ungrouped