Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
BoostedTreesMakeQuantileSummaries
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Makes the summary of quantiles for the batch.
An op that takes a list of tensors (one tensor per feature) and outputs the
quantile summaries for each tensor.
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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void
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forEach(Consumer<? super T> arg0)
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abstract
Iterator<Operand<Float>>
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iterator()
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Spliterator<Operand<Float>>
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spliterator()
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Public Methods
Factory method to create a class wrapping a new BoostedTreesMakeQuantileSummaries operation.
Parameters
| scope |
current scope |
| floatValues |
float; List of Rank 1 Tensors each containing values for a single feature. |
| exampleWeights |
float; Rank 1 Tensor with weights per instance. |
| epsilon |
float; The required maximum approximation error. |
Returns
- a new instance of BoostedTreesMakeQuantileSummaries
public
Iterator<Operand<Float>>
iterator
()
public
List<Output<Float>>
summaries
()
float; List of Rank 2 Tensors each containing the quantile summary
(value, weight, min_rank, max_rank) of a single feature.
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 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,["# BoostedTreesMakeQuantileSummaries\n\npublic final class **BoostedTreesMakeQuantileSummaries** \nMakes the summary of quantiles for the batch.\n\n\nAn op that takes a list of tensors (one tensor per feature) and outputs the\nquantile summaries for each tensor.\n\n\u003cbr /\u003e\n\n### Public Methods\n\n|---------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| static [BoostedTreesMakeQuantileSummaries](/api_docs/java/org/tensorflow/op/core/BoostedTreesMakeQuantileSummaries) | [create](/api_docs/java/org/tensorflow/op/core/BoostedTreesMakeQuantileSummaries#create(org.tensorflow.op.Scope,%20java.lang.Iterable\u003corg.tensorflow.Operand\u003cjava.lang.Float\u003e\u003e,%20org.tensorflow.Operand\u003cjava.lang.Float\u003e,%20org.tensorflow.Operand\u003cjava.lang.Float\u003e))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, Iterable\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cFloat\\\u003e\\\u003e floatValues, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cFloat\\\u003e exampleWeights, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cFloat\\\u003e epsilon) Factory method to create a class wrapping a new BoostedTreesMakeQuantileSummaries operation. |\n| Iterator\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cFloat\\\u003e\\\u003e | [iterator](/api_docs/java/org/tensorflow/op/core/BoostedTreesMakeQuantileSummaries#iterator())() |\n| List\\\u003c[Output](/api_docs/java/org/tensorflow/Output)\\\u003cFloat\\\u003e\\\u003e | [summaries](/api_docs/java/org/tensorflow/op/core/BoostedTreesMakeQuantileSummaries#summaries())() float; List of Rank 2 Tensors each containing the quantile summary (value, weight, min_rank, max_rank) of a single feature. |\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 java.lang.Iterable \n\n|--------------------------------------------------------------------------------|-------------------------------------|\n| void | forEach(Consumer\\\u003c? super T\\\u003e arg0) |\n| abstract Iterator\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cFloat\\\u003e\\\u003e | iterator() |\n| Spliterator\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cFloat\\\u003e\\\u003e | spliterator() |\n\nPublic Methods\n--------------\n\n#### public static [BoostedTreesMakeQuantileSummaries](/api_docs/java/org/tensorflow/op/core/BoostedTreesMakeQuantileSummaries)\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, Iterable\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cFloat\\\u003e\\\u003e floatValues, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cFloat\\\u003e exampleWeights, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cFloat\\\u003e epsilon)\n\nFactory method to create a class wrapping a new BoostedTreesMakeQuantileSummaries operation. \n\n##### Parameters\n\n| scope | current scope |\n| floatValues | float; List of Rank 1 Tensors each containing values for a single feature. |\n| exampleWeights | float; Rank 1 Tensor with weights per instance. |\n| epsilon | float; The required maximum approximation error. |\n|----------------|----------------------------------------------------------------------------|\n\n##### Returns\n\n- a new instance of BoostedTreesMakeQuantileSummaries \n\n#### public Iterator\\\u003c[Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cFloat\\\u003e\\\u003e\n**iterator**\n()\n\n\u003cbr /\u003e\n\n#### public List\\\u003c[Output](/api_docs/java/org/tensorflow/Output)\\\u003cFloat\\\u003e\\\u003e\n**summaries**\n()\n\nfloat; List of Rank 2 Tensors each containing the quantile summary\n(value, weight, min_rank, max_rank) of a single feature."]]
