org.apache.spark.mllib.tree

model

package model

Visibility
  1. Public
  2. All

Type Members

  1. class DecisionTreeModel extends Serializable with Saveable

    Decision tree model for classification or regression.

  2. class GradientBoostedTreesModel extends TreeEnsembleModel with Saveable

    Represents a gradient boosted trees model.

  3. class InformationGainStats extends Serializable

    :: DeveloperApi :: Information gain statistics for each split

  4. class Node extends Serializable with Logging

    :: DeveloperApi :: Node in a decision tree.

  5. class Predict extends Serializable

    Predicted value for a node

  6. class RandomForestModel extends TreeEnsembleModel with Saveable

    Represents a random forest model.

  7. case class Split(feature: Int, threshold: Double, featureType: FeatureType, categories: List[Double]) extends Product with Serializable

    :: DeveloperApi :: Split applied to a feature

Value Members

  1. object DecisionTreeModel extends Loader[DecisionTreeModel] with Logging with Serializable

    Annotations
    @Since( "1.3.0" )
  2. object GradientBoostedTreesModel extends Loader[GradientBoostedTreesModel] with Serializable

  3. object RandomForestModel extends Loader[RandomForestModel] with Serializable

    Annotations
    @Since( "1.3.0" )

Ungrouped