org.apache.spark.mllib.tree

configuration

package configuration

Visibility
  1. Public
  2. All

Type Members

  1. case class BoostingStrategy(treeStrategy: Strategy, loss: Loss, numIterations: Int = 100, learningRate: Double = 0.1, validationTol: Double = 0.001) extends Serializable with Product

    Configuration options for org.apache.spark.mllib.tree.GradientBoostedTrees.

  2. class Strategy extends Serializable

    Stores all the configuration options for tree construction

Value Members

  1. object Algo extends Enumeration

    :: Experimental :: Enum to select the algorithm for the decision tree

  2. object BoostingStrategy extends Serializable

    Annotations
    @Since( "1.2.0" )

  3. object FeatureType extends Enumeration

    Enum to describe whether a feature is "continuous" or "categorical"

  4. object QuantileStrategy extends Enumeration

    Enum for selecting the quantile calculation strategy

  5. object Strategy extends Serializable

    Annotations
    @Since( "1.2.0" )

Ungrouped