AlgorithmValidationSpecification (AWS SDK for Java

java.lang.Object
- com.amazonaws.services.sagemaker.model.AlgorithmValidationSpecification

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable
```
@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class AlgorithmValidationSpecification
extends Object
implements Serializable, Cloneable, StructuredPojo
```
Specifies configurations for one or more training jobs that Amazon SageMaker runs to test the algorithm.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors
Constructor and Description

AlgorithmValidationSpecification()

Constructors
Constructor and Description
`AlgorithmValidationSpecification()`

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`AlgorithmValidationSpecification`	`clone()`
`boolean`	`equals(Object obj)`
`List<AlgorithmValidationProfile>`	`getValidationProfiles()` An array of `AlgorithmValidationProfile` objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.
`String`	`getValidationRole()` The IAM roles that Amazon SageMaker uses to run the training jobs.
`int`	`hashCode()`
`void`	`marshall(ProtocolMarshaller protocolMarshaller)` Marshalls this structured data using the given `ProtocolMarshaller`.
`void`	`setValidationProfiles(Collection<AlgorithmValidationProfile> validationProfiles)` An array of `AlgorithmValidationProfile` objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.
`void`	`setValidationRole(String validationRole)` The IAM roles that Amazon SageMaker uses to run the training jobs.
`String`	`toString()` Returns a string representation of this object.
`AlgorithmValidationSpecification`	`withValidationProfiles(AlgorithmValidationProfile... validationProfiles)` An array of `AlgorithmValidationProfile` objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.
`AlgorithmValidationSpecification`	`withValidationProfiles(Collection<AlgorithmValidationProfile> validationProfiles)` An array of `AlgorithmValidationProfile` objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.
`AlgorithmValidationSpecification`	`withValidationRole(String validationRole)` The IAM roles that Amazon SageMaker uses to run the training jobs.

Methods inherited from class java.lang.Object
getClass, notify, notifyAll, wait, wait, wait

- Constructor Detail
  - AlgorithmValidationSpecification
```
public AlgorithmValidationSpecification()
```
- Method Detail
  - setValidationRole
```
public void setValidationRole(String validationRole)
```
    The IAM roles that Amazon SageMaker uses to run the training jobs.
    
    Parameters:
    
    validationRole - The IAM roles that Amazon SageMaker uses to run the training jobs.
  - getValidationRole
```
public String getValidationRole()
```
    The IAM roles that Amazon SageMaker uses to run the training jobs.
    
    Returns:
    
    The IAM roles that Amazon SageMaker uses to run the training jobs.
  - withValidationRole
```
public AlgorithmValidationSpecification withValidationRole(String validationRole)
```
    The IAM roles that Amazon SageMaker uses to run the training jobs.
    
    Parameters:
    
    validationRole - The IAM roles that Amazon SageMaker uses to run the training jobs.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - getValidationProfiles
```
public List<AlgorithmValidationProfile> getValidationProfiles()
```
    An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.
    
    Returns:
    
    An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.
  - setValidationProfiles
```
public void setValidationProfiles(Collection<AlgorithmValidationProfile> validationProfiles)
```
    An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.
    
    Parameters:
    
    validationProfiles - An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.
  - withValidationProfiles
```
public AlgorithmValidationSpecification withValidationProfiles(AlgorithmValidationProfile... validationProfiles)
```
    An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.
    
    NOTE: This method appends the values to the existing list (if any). Use setValidationProfiles(java.util.Collection) or withValidationProfiles(java.util.Collection) if you want to override the existing values.
    
    Parameters:
    
    validationProfiles - An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - withValidationProfiles
```
public AlgorithmValidationSpecification withValidationProfiles(Collection<AlgorithmValidationProfile> validationProfiles)
```
    An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.
    
    Parameters:
    
    validationProfiles - An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that Amazon SageMaker runs to validate your algorithm.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - toString
```
public String toString()
```
    Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
    
    Overrides:
    
    toString in class Object
    
    Returns:
    
    A string representation of this object.
    
    See Also:
    
    Object.toString()
  - equals
```
public boolean equals(Object obj)
```
    Overrides:
    
    equals in class Object
  - hashCode
```
public int hashCode()
```
    Overrides:
    
    hashCode in class Object
  - clone
```
public AlgorithmValidationSpecification clone()
```
    Overrides:
    
    clone in class Object
  - marshall
```
public void marshall(ProtocolMarshaller protocolMarshaller)
```
    Description copied from interface: StructuredPojo
    
    Marshalls this structured data using the given ProtocolMarshaller.
    
    Specified by:
    
    marshall in interface StructuredPojo
    
    Parameters:
    
    protocolMarshaller - Implementation of ProtocolMarshaller used to marshall this object's data.

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Class AlgorithmValidationSpecification

Constructor Summary

Method Summary

Methods inherited from class java.lang.Object

Constructor Detail

AlgorithmValidationSpecification

Method Detail

setValidationRole

getValidationRole

withValidationRole

getValidationProfiles

setValidationProfiles

withValidationProfiles

withValidationProfiles

toString

equals

hashCode

clone

marshall