Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
BoostedTreesExampleDebugOutputs
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Debugging/model interpretability outputs for each example.
It traverses all the trees and computes debug metrics for individual examples,
such as getting split feature ids and logits after each split along the decision
path used to compute directional feature contributions.
Inherited Methods
From class
java.lang.Object
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boolean
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equals(Object arg0)
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final
Class<?>
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getClass()
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int
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hashCode()
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final
void
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notify()
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final
void
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notifyAll()
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String
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toString()
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final
void
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wait(long arg0, int arg1)
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final
void
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wait(long arg0)
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final
void
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wait()
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Public Methods
public
Output<String>
asOutput
()
Returns the symbolic handle of a tensor.
Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is
used to obtain a symbolic handle that represents the computation of the input.
public
static
BoostedTreesExampleDebugOutputs
create
(Scope scope, Operand<?> treeEnsembleHandle, Iterable<Operand<Integer>> bucketizedFeatures, Long logitsDimension)
Factory method to create a class wrapping a new BoostedTreesExampleDebugOutputs operation.
Parameters
| scope |
current scope |
| bucketizedFeatures |
A list of rank 1 Tensors containing bucket id for each
feature. |
| logitsDimension |
scalar, dimension of the logits, to be used for constructing the protos in
examples_debug_outputs_serialized. |
Returns
- a new instance of BoostedTreesExampleDebugOutputs
public
Output<String>
examplesDebugOutputsSerialized
()
Output rank 1 Tensor containing a proto serialized as a string for each example.
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Last updated 2022-02-12 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2022-02-12 UTC."],[],[],null,["# BoostedTreesExampleDebugOutputs\n\npublic final class **BoostedTreesExampleDebugOutputs** \nDebugging/model interpretability outputs for each example.\n\n\nIt traverses all the trees and computes debug metrics for individual examples,\nsuch as getting split feature ids and logits after each split along the decision\npath used to compute directional feature contributions.\n\n\u003cbr /\u003e\n\n### Public Methods\n\n|-----------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cString\\\u003e | [asOutput](/api_docs/java/org/tensorflow/op/core/BoostedTreesExampleDebugOutputs#asOutput())() Returns the symbolic handle of a tensor. |\n| static [BoostedTreesExampleDebugOutputs](/api_docs/java/org/tensorflow/op/core/BoostedTreesExampleDebugOutputs) | [create](/api_docs/java/org/tensorflow/op/core/BoostedTreesExampleDebugOutputs#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003c?\u003e,%20java.lang.Iterable\u003corg.tensorflow.Operand\u003cjava.lang.Integer\u003e\u003e,%20java.lang.Long))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003c?\\\u003e treeEnsembleHandle, Iterable\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cInteger\\\u003e\\\u003e bucketizedFeatures, Long logitsDimension) Factory method to create a class wrapping a new BoostedTreesExampleDebugOutputs operation. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cString\\\u003e | [examplesDebugOutputsSerialized](/api_docs/java/org/tensorflow/op/core/BoostedTreesExampleDebugOutputs#examplesDebugOutputsSerialized())() Output rank 1 Tensor containing a proto serialized as a string for each example. |\n\n### Inherited Methods\n\nFrom class [org.tensorflow.op.PrimitiveOp](/api_docs/java/org/tensorflow/op/PrimitiveOp) \n\n|------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------|\n| final boolean | [equals](/api_docs/java/org/tensorflow/op/PrimitiveOp#equals(java.lang.Object))(Object obj) |\n| final int | [hashCode](/api_docs/java/org/tensorflow/op/PrimitiveOp#hashCode())() |\n| [Operation](/api_docs/java/org/tensorflow/Operation) | [op](/api_docs/java/org/tensorflow/op/PrimitiveOp#op())() Returns the underlying [Operation](/api_docs/java/org/tensorflow/Operation) |\n| final String | [toString](/api_docs/java/org/tensorflow/op/PrimitiveOp#toString())() |\n\nFrom class java.lang.Object \n\n|------------------|---------------------------|\n| boolean | equals(Object arg0) |\n| final Class\\\u003c?\\\u003e | getClass() |\n| int | hashCode() |\n| final void | notify() |\n| final void | notifyAll() |\n| String | toString() |\n| final void | wait(long arg0, int arg1) |\n| final void | wait(long arg0) |\n| final void | wait() |\n\nFrom interface [org.tensorflow.Operand](/api_docs/java/org/tensorflow/Operand) \n\n|-------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------|\n| abstract [Output](/api_docs/java/org/tensorflow/Output)\\\u003cString\\\u003e | [asOutput](/api_docs/java/org/tensorflow/Operand#asOutput())() Returns the symbolic handle of a tensor. |\n\nPublic Methods\n--------------\n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cString\\\u003e\n**asOutput**\n()\n\nReturns the symbolic handle of a tensor.\n\nInputs to TensorFlow operations are outputs of another TensorFlow operation. This method is\nused to obtain a symbolic handle that represents the computation of the input.\n\n\u003cbr /\u003e\n\n#### public static [BoostedTreesExampleDebugOutputs](/api_docs/java/org/tensorflow/op/core/BoostedTreesExampleDebugOutputs)\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003c?\\\u003e treeEnsembleHandle, Iterable\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cInteger\\\u003e\\\u003e bucketizedFeatures, Long logitsDimension)\n\nFactory method to create a class wrapping a new BoostedTreesExampleDebugOutputs operation. \n\n##### Parameters\n\n| scope | current scope |\n| bucketizedFeatures | A list of rank 1 Tensors containing bucket id for each feature. |\n| logitsDimension | scalar, dimension of the logits, to be used for constructing the protos in examples_debug_outputs_serialized. |\n|--------------------|---------------------------------------------------------------------------------------------------------------|\n\n##### Returns\n\n- a new instance of BoostedTreesExampleDebugOutputs \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cString\\\u003e\n**examplesDebugOutputsSerialized**\n()\n\nOutput rank 1 Tensor containing a proto serialized as a string for each example."]]
