org.apache.spark.mllib.tree.model

Class DecisionTreeModel.SaveLoadV1_0$.NodeData

Object

org.apache.spark.mllib.tree.model.DecisionTreeModel.SaveLoadV1_0$.NodeData

All Implemented Interfaces:

java.io.Serializable, scala.Equals, scala.Product

Enclosing class:

DecisionTreeModel.SaveLoadV1_0$

public class DecisionTreeModel.SaveLoadV1_0$.NodeData
extends Object
implements scala.Product, scala.Serializable

Model data for model import/export

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
NodeData(int treeId, int nodeId, org.apache.spark.mllib.tree.model.DecisionTreeModel.SaveLoadV1_0.PredictData predict, double impurity, boolean isLeaf, scala.Option<org.apache.spark.mllib.tree.model.DecisionTreeModel.SaveLoadV1_0.SplitData> split, scala.Option<Object> leftNodeId, scala.Option<Object> rightNodeId, scala.Option<Object> infoGain)

Method Summary

Modifier and Type	Method and Description
static org.apache.spark.mllib.tree.model.DecisionTreeModel.SaveLoadV1_0.NodeData	apply(int treeId, Node n)
static org.apache.spark.mllib.tree.model.DecisionTreeModel.SaveLoadV1_0.NodeData	apply(Row r)
double	impurity()
scala.Option<Object>	infoGain()
boolean	isLeaf()
scala.Option<Object>	leftNodeId()
int	nodeId()
org.apache.spark.mllib.tree.model.DecisionTreeModel.SaveLoadV1_0.PredictData	predict()
scala.Option<Object>	rightNodeId()
scala.Option<org.apache.spark.mllib.tree.model.DecisionTreeModel.SaveLoadV1_0.SplitData>	split()
int	treeId()

Methods inherited from class Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface scala.Product

$init$, productArity, productElement, productIterator, productPrefix

Methods inherited from interface scala.Equals

canEqual, equals

Constructor Detail

NodeData

public NodeData(int treeId,
                int nodeId,
                org.apache.spark.mllib.tree.model.DecisionTreeModel.SaveLoadV1_0.PredictData predict,
                double impurity,
                boolean isLeaf,
                scala.Option<org.apache.spark.mllib.tree.model.DecisionTreeModel.SaveLoadV1_0.SplitData> split,
                scala.Option<Object> leftNodeId,
                scala.Option<Object> rightNodeId,
                scala.Option<Object> infoGain)

Method Detail

apply

public static org.apache.spark.mllib.tree.model.DecisionTreeModel.SaveLoadV1_0.NodeData apply(int treeId,
                                                                                              Node n)

apply

public static org.apache.spark.mllib.tree.model.DecisionTreeModel.SaveLoadV1_0.NodeData apply(Row r)

treeId

public int treeId()

nodeId

public int nodeId()

predict

public org.apache.spark.mllib.tree.model.DecisionTreeModel.SaveLoadV1_0.PredictData predict()

impurity

public double impurity()

isLeaf

public boolean isLeaf()

split

public scala.Option<org.apache.spark.mllib.tree.model.DecisionTreeModel.SaveLoadV1_0.SplitData> split()

leftNodeId

public scala.Option<Object> leftNodeId()

rightNodeId

public scala.Option<Object> rightNodeId()

infoGain

public scala.Option<Object> infoGain()