BoostedTreesGetEnsembleStates

public final class BoostedTreesGetEnsembleStates

Retrieves the tree ensemble resource stamp token, number of trees and growing statistics.

Public Methods

static BoostedTreesGetEnsembleStates
create ( Scope scope, Operand <?> treeEnsembleHandle)
Factory method to create a class wrapping a new BoostedTreesGetEnsembleStates operation.
Output <Integer>
lastLayerNodesRange ()
Rank size 2 tensor that contains start and end ids of the nodes in the latest layer.
Output <Integer>
numAttemptedLayers ()
The number of layers we attempted to build (but not necessarily succeeded).
Output <Integer>
numFinalizedTrees ()
The number of trees that were finished successfully.
Output <Integer>
numTrees ()
The number of trees in the tree ensemble resource.
Output <Long>
stampToken ()
Stamp token of the tree ensemble resource.

Inherited Methods

Public Methods

public static BoostedTreesGetEnsembleStates create ( Scope scope, Operand <?> treeEnsembleHandle)

Factory method to create a class wrapping a new BoostedTreesGetEnsembleStates operation.

Parameters
scope current scope
treeEnsembleHandle Handle to the tree ensemble.
Returns
  • a new instance of BoostedTreesGetEnsembleStates

public Output <Integer> lastLayerNodesRange ()

Rank size 2 tensor that contains start and end ids of the nodes in the latest layer.

public Output <Integer> numAttemptedLayers ()

The number of layers we attempted to build (but not necessarily succeeded).

public Output <Integer> numFinalizedTrees ()

The number of trees that were finished successfully.

public Output <Integer> numTrees ()

The number of trees in the tree ensemble resource.

public Output <Long> stampToken ()

Stamp token of the tree ensemble resource.