HPOConfig (AWS SDK for Java

java.lang.Object
- com.amazonaws.services.personalize.model.HPOConfig

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable
```
@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class HPOConfig
extends Object
implements Serializable, Cloneable, StructuredPojo
```
Describes the properties for hyperparameter optimization (HPO). For use with the bring-your-own-recipe feature. Do not use for Amazon Personalize native recipes.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors
Constructor and Description

HPOConfig()

Constructors
Constructor and Description
`HPOConfig()`

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method and Description
`HPOConfig`	`clone()`
`boolean`	`equals(Object obj)`
`HyperParameterRanges`	`getAlgorithmHyperParameterRanges()` The hyperparameters and their allowable ranges.
`HPOObjective`	`getHpoObjective()` The metric to optimize during HPO.
`HPOResourceConfig`	`getHpoResourceConfig()` Describes the resource configuration for HPO.
`int`	`hashCode()`
`void`	`marshall(ProtocolMarshaller protocolMarshaller)` Marshalls this structured data using the given `ProtocolMarshaller`.
`void`	`setAlgorithmHyperParameterRanges(HyperParameterRanges algorithmHyperParameterRanges)` The hyperparameters and their allowable ranges.
`void`	`setHpoObjective(HPOObjective hpoObjective)` The metric to optimize during HPO.
`void`	`setHpoResourceConfig(HPOResourceConfig hpoResourceConfig)` Describes the resource configuration for HPO.
`String`	`toString()` Returns a string representation of this object.
`HPOConfig`	`withAlgorithmHyperParameterRanges(HyperParameterRanges algorithmHyperParameterRanges)` The hyperparameters and their allowable ranges.
`HPOConfig`	`withHpoObjective(HPOObjective hpoObjective)` The metric to optimize during HPO.
`HPOConfig`	`withHpoResourceConfig(HPOResourceConfig hpoResourceConfig)` Describes the resource configuration for HPO.

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

- Constructor Detail
  - HPOConfig
```
public HPOConfig()
```
- Method Detail
  - setHpoObjective
```
public void setHpoObjective(HPOObjective hpoObjective)
```
    The metric to optimize during HPO.
    
    Parameters:
    
    hpoObjective - The metric to optimize during HPO.
  - getHpoObjective
```
public HPOObjective getHpoObjective()
```
    The metric to optimize during HPO.
    
    Returns:
    
    The metric to optimize during HPO.
  - withHpoObjective
```
public HPOConfig withHpoObjective(HPOObjective hpoObjective)
```
    The metric to optimize during HPO.
    
    Parameters:
    
    hpoObjective - The metric to optimize during HPO.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - setHpoResourceConfig
```
public void setHpoResourceConfig(HPOResourceConfig hpoResourceConfig)
```
    Describes the resource configuration for HPO.
    
    Parameters:
    
    hpoResourceConfig - Describes the resource configuration for HPO.
  - getHpoResourceConfig
```
public HPOResourceConfig getHpoResourceConfig()
```
    Describes the resource configuration for HPO.
    
    Returns:
    
    Describes the resource configuration for HPO.
  - withHpoResourceConfig
```
public HPOConfig withHpoResourceConfig(HPOResourceConfig hpoResourceConfig)
```
    Describes the resource configuration for HPO.
    
    Parameters:
    
    hpoResourceConfig - Describes the resource configuration for HPO.
    
    Returns:
    
    Returns a reference to this object so that method calls can be chained together.
  - setAlgorithmHyperParameterRanges
```
public void setAlgorithmHyperParameterRanges(HyperParameterRanges algorithmHyperParameterRanges)
```
    The hyperparameters and their allowable ranges.
    
    Parameters:
    
    algorithmHyperParameterRanges - The hyperparameters and their allowable ranges.
  - getAlgorithmHyperParameterRanges
```
public HyperParameterRanges getAlgorithmHyperParameterRanges()
```
    The hyperparameters and their allowable ranges.
    
    Returns:
    
    The hyperparameters and their allowable ranges.
  - withAlgorithmHyperParameterRanges
```
public HPOConfig withAlgorithmHyperParameterRanges(HyperParameterRanges algorithmHyperParameterRanges)
```
    The hyperparameters and their allowable ranges.
    
    Parameters:
    
    algorithmHyperParameterRanges - The hyperparameters and their allowable ranges.
    
    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 HPOConfig 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 HPOConfig

Constructor Summary

Method Summary

Methods inherited from class java.lang.Object

Constructor Detail

HPOConfig

Method Detail

setHpoObjective

getHpoObjective

withHpoObjective

setHpoResourceConfig

getHpoResourceConfig

withHpoResourceConfig

setAlgorithmHyperParameterRanges

getAlgorithmHyperParameterRanges

withAlgorithmHyperParameterRanges

toString

equals

hashCode

clone

marshall