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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.