Warning: This API is deprecated and will be removed in a future
version of TensorFlow after
the replacement is stable.
KMC2ChainInitialization
Stay organized with collections
Save and categorize content based on your preferences.
Returns the index of a data point that should be added to the seed set.
Entries in distances are assumed to be squared distances of candidate points to
the already sampled centers in the seed set. The op constructs one Markov chain
of the k-MC^2 algorithm and returns the index of one candidate point to be added
as an additional cluster center.
Inherited Methods
From class
java.lang.Object
|
boolean
|
equals(Object arg0)
|
|
final
Class<?>
|
getClass()
|
|
int
|
hashCode()
|
|
final
void
|
notify()
|
|
final
void
|
notifyAll()
|
|
String
|
toString()
|
|
final
void
|
wait(long arg0, int arg1)
|
|
final
void
|
wait(long arg0)
|
|
final
void
|
wait()
|
Public Methods
public
Output<Long>
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.
Factory method to create a class wrapping a new KMC2ChainInitialization operation.
Parameters
| scope |
current scope |
| distances |
Vector with squared distances to the closest previously sampled cluster center
for each candidate point. |
| seed |
Scalar. Seed for initializing the random number generator. |
Returns
- a new instance of KMC2ChainInitialization
public
Output<Long>
index
()
Scalar with the index of the sampled point.
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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2022-02-12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,["# KMC2ChainInitialization\n\npublic final class **KMC2ChainInitialization** \nReturns the index of a data point that should be added to the seed set.\n\n\nEntries in distances are assumed to be squared distances of candidate points to\nthe already sampled centers in the seed set. The op constructs one Markov chain\nof the k-MC\\^2 algorithm and returns the index of one candidate point to be added\nas an additional cluster center.\n\n\u003cbr /\u003e\n\n### Public Methods\n\n|-------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cLong\\\u003e | [asOutput](/api_docs/java/org/tensorflow/op/core/KMC2ChainInitialization#asOutput())() Returns the symbolic handle of a tensor. |\n| static [KMC2ChainInitialization](/api_docs/java/org/tensorflow/op/core/KMC2ChainInitialization) | [create](/api_docs/java/org/tensorflow/op/core/KMC2ChainInitialization#create(org.tensorflow.op.Scope,%20org.tensorflow.Operand\u003cjava.lang.Float\u003e,%20org.tensorflow.Operand\u003cjava.lang.Long\u003e))([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cFloat\\\u003e distances, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cLong\\\u003e seed) Factory method to create a class wrapping a new KMC2ChainInitialization operation. |\n| [Output](/api_docs/java/org/tensorflow/Output)\\\u003cLong\\\u003e | [index](/api_docs/java/org/tensorflow/op/core/KMC2ChainInitialization#index())() Scalar with the index of the sampled point. |\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)\\\u003cLong\\\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)\\\u003cLong\\\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 [KMC2ChainInitialization](/api_docs/java/org/tensorflow/op/core/KMC2ChainInitialization)\n**create**\n([Scope](/api_docs/java/org/tensorflow/op/Scope) scope, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cFloat\\\u003e distances, [Operand](/api_docs/java/org/tensorflow/Operand)\\\u003cLong\\\u003e seed)\n\nFactory method to create a class wrapping a new KMC2ChainInitialization operation. \n\n##### Parameters\n\n| scope | current scope |\n| distances | Vector with squared distances to the closest previously sampled cluster center for each candidate point. |\n| seed | Scalar. Seed for initializing the random number generator. |\n|-----------|----------------------------------------------------------------------------------------------------------|\n\n##### Returns\n\n- a new instance of KMC2ChainInitialization \n\n#### public [Output](/api_docs/java/org/tensorflow/Output)\\\u003cLong\\\u003e\n**index**\n()\n\nScalar with the index of the sampled point."]]
