BoostedTreesBucketize
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Bucketize each feature based on bucket boundaries.
An op that returns a list of float tensors, where each tensor represents the
bucketized values for a single feature.
Constants
| String |
OP_NAME |
The name of this op, as known by TensorFlow core engine |
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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From interface
java.lang.Iterable
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abstract
void
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forEach(Consumer<? super T> arg0)
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abstract
Iterator<Operand<TInt32>>
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iterator()
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abstract
Spliterator<Operand<TInt32>>
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spliterator()
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Constants
public
static
final
String
OP_NAME
The name of this op, as known by TensorFlow core engine
Constant Value:
"BoostedTreesBucketize"
Public Methods
public
List<Output<TInt32>>
buckets
()
int; List of Rank 1 Tensors each containing the bucketized values for a single feature.
Factory method to create a class wrapping a new BoostedTreesBucketize operation.
Parameters
| scope |
current scope |
| floatValues |
float; List of Rank 1 Tensor each containing float values for a single feature. |
| bucketBoundaries |
float; List of Rank 1 Tensors each containing the bucket boundaries for a single
feature. |
Returns
- a new instance of BoostedTreesBucketize
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2021-11-29 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 2021-11-29 UTC."],[],[],null,["# BoostedTreesBucketize\n\npublic final class **BoostedTreesBucketize** \nBucketize each feature based on bucket boundaries.\n\n\nAn op that returns a list of float tensors, where each tensor represents the\nbucketized values for a single feature.\n\n\u003cbr /\u003e\n\n### Constants\n\n|--------|-----------------------------------------------------------------------------------------|---------------------------------------------------------|\n| String | [OP_NAME](/jvm/api_docs/java/org/tensorflow/op/estimator/BoostedTreesBucketize#OP_NAME) | The name of this op, as known by TensorFlow core engine |\n\n### Public Methods\n\n|------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| List\\\u003c[Output](/jvm/api_docs/java/org/tensorflow/Output)\\\u003c[TInt32](/jvm/api_docs/java/org/tensorflow/types/TInt32)\\\u003e\\\u003e | [buckets](/jvm/api_docs/java/org/tensorflow/op/estimator/BoostedTreesBucketize#buckets())() int; List of Rank 1 Tensors each containing the bucketized values for a single feature. |\n| static [BoostedTreesBucketize](/jvm/api_docs/java/org/tensorflow/op/estimator/BoostedTreesBucketize) | [create](/jvm/api_docs/java/org/tensorflow/op/estimator/BoostedTreesBucketize#create(org.tensorflow.op.Scope, java.lang.Iterable\u003corg.tensorflow.Operand\u003corg.tensorflow.types.TFloat32\u003e\u003e, java.lang.Iterable\u003corg.tensorflow.Operand\u003corg.tensorflow.types.TFloat32\u003e\u003e))([Scope](/jvm/api_docs/java/org/tensorflow/op/Scope) scope, Iterable\\\u003c[Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003c[TFloat32](/jvm/api_docs/java/org/tensorflow/types/TFloat32)\\\u003e\\\u003e floatValues, Iterable\\\u003c[Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003c[TFloat32](/jvm/api_docs/java/org/tensorflow/types/TFloat32)\\\u003e\\\u003e bucketBoundaries) Factory method to create a class wrapping a new BoostedTreesBucketize operation. |\n| Iterator\\\u003c[Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003c[TInt32](/jvm/api_docs/java/org/tensorflow/types/TInt32)\\\u003e\\\u003e | [iterator](/jvm/api_docs/java/org/tensorflow/op/estimator/BoostedTreesBucketize#iterator())() |\n\n### Inherited Methods\n\nFrom class [org.tensorflow.op.RawOp](/jvm/api_docs/java/org/tensorflow/op/RawOp) \n\n|----------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| final boolean | [equals](/jvm/api_docs/java/org/tensorflow/op/RawOp#equals(java.lang.Object))(Object obj) |\n| final int | [hashCode](/jvm/api_docs/java/org/tensorflow/op/RawOp#hashCode())() |\n| [Operation](/jvm/api_docs/java/org/tensorflow/Operation) | [op](/jvm/api_docs/java/org/tensorflow/op/RawOp#op())() Return this unit of computation as a single [Operation](/jvm/api_docs/java/org/tensorflow/Operation). |\n| final String | [toString](/jvm/api_docs/java/org/tensorflow/op/RawOp#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.op.Op](/jvm/api_docs/java/org/tensorflow/op/Op) \n\n|-----------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| abstract [ExecutionEnvironment](/jvm/api_docs/java/org/tensorflow/ExecutionEnvironment) | [env](/jvm/api_docs/java/org/tensorflow/op/Op#env())() Return the execution environment this op was created in. |\n| abstract [Operation](/jvm/api_docs/java/org/tensorflow/Operation) | [op](/jvm/api_docs/java/org/tensorflow/op/Op#op())() Return this unit of computation as a single [Operation](/jvm/api_docs/java/org/tensorflow/Operation). |\n\nFrom interface java.lang.Iterable \n\n|------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------|\n| abstract void | forEach(Consumer\\\u003c? super T\\\u003e arg0) |\n| abstract Iterator\\\u003c[Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003c[TInt32](/jvm/api_docs/java/org/tensorflow/types/TInt32)\\\u003e\\\u003e | iterator() |\n| abstract Spliterator\\\u003c[Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003c[TInt32](/jvm/api_docs/java/org/tensorflow/types/TInt32)\\\u003e\\\u003e | spliterator() |\n\nConstants\n---------\n\n#### public static final String\n**OP_NAME**\n\nThe name of this op, as known by TensorFlow core engine \nConstant Value: \"BoostedTreesBucketize\"\n\nPublic Methods\n--------------\n\n#### public List\\\u003c[Output](/jvm/api_docs/java/org/tensorflow/Output)\\\u003c[TInt32](/jvm/api_docs/java/org/tensorflow/types/TInt32)\\\u003e\\\u003e\n**buckets**\n()\n\nint; List of Rank 1 Tensors each containing the bucketized values for a single feature. \n\n#### public static [BoostedTreesBucketize](/jvm/api_docs/java/org/tensorflow/op/estimator/BoostedTreesBucketize)\n**create**\n([Scope](/jvm/api_docs/java/org/tensorflow/op/Scope) scope, Iterable\\\u003c[Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003c[TFloat32](/jvm/api_docs/java/org/tensorflow/types/TFloat32)\\\u003e\\\u003e floatValues, Iterable\\\u003c[Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003c[TFloat32](/jvm/api_docs/java/org/tensorflow/types/TFloat32)\\\u003e\\\u003e bucketBoundaries)\n\nFactory method to create a class wrapping a new BoostedTreesBucketize operation. \n\n##### Parameters\n\n| scope | current scope |\n| floatValues | float; List of Rank 1 Tensor each containing float values for a single feature. |\n| bucketBoundaries | float; List of Rank 1 Tensors each containing the bucket boundaries for a single feature. |\n|------------------|-------------------------------------------------------------------------------------------|\n\n##### Returns\n\n- a new instance of BoostedTreesBucketize \n\n#### public Iterator\\\u003c[Operand](/jvm/api_docs/java/org/tensorflow/Operand)\\\u003c[TInt32](/jvm/api_docs/java/org/tensorflow/types/TInt32)\\\u003e\\\u003e\n**iterator**\n()\n\n\u003cbr /\u003e"]]
