AWS SDK for C++  1.9.130
AWS SDK for C++
Public Member Functions | List of all members
Aws::ForecastService::Model::HyperParameterTuningJobConfig Class Reference

#include <HyperParameterTuningJobConfig.h>

Public Member Functions

 HyperParameterTuningJobConfig ()
 
 HyperParameterTuningJobConfig (Aws::Utils::Json::JsonView jsonValue)
 
HyperParameterTuningJobConfigoperator= (Aws::Utils::Json::JsonView jsonValue)
 
Aws::Utils::Json::JsonValue Jsonize () const
 
const ParameterRangesGetParameterRanges () const
 
bool ParameterRangesHasBeenSet () const
 
void SetParameterRanges (const ParameterRanges &value)
 
void SetParameterRanges (ParameterRanges &&value)
 
HyperParameterTuningJobConfigWithParameterRanges (const ParameterRanges &value)
 
HyperParameterTuningJobConfigWithParameterRanges (ParameterRanges &&value)
 

Detailed Description

Configuration information for a hyperparameter tuning job. You specify this object in the CreatePredictor request.

A hyperparameter is a parameter that governs the model training process. You set hyperparameters before training starts, unlike model parameters, which are determined during training. The values of the hyperparameters effect which values are chosen for the model parameters.

In a hyperparameter tuning job, Amazon Forecast chooses the set of hyperparameter values that optimize a specified metric. Forecast accomplishes this by running many training jobs over a range of hyperparameter values. The optimum set of values depends on the algorithm, the training data, and the specified metric objective.

See Also:

AWS API Reference

Definition at line 40 of file HyperParameterTuningJobConfig.h.

Constructor & Destructor Documentation

◆ HyperParameterTuningJobConfig() [1/2]

Aws::ForecastService::Model::HyperParameterTuningJobConfig::HyperParameterTuningJobConfig ( )

◆ HyperParameterTuningJobConfig() [2/2]

Aws::ForecastService::Model::HyperParameterTuningJobConfig::HyperParameterTuningJobConfig ( Aws::Utils::Json::JsonView  jsonValue)

Member Function Documentation

◆ GetParameterRanges()

const ParameterRanges& Aws::ForecastService::Model::HyperParameterTuningJobConfig::GetParameterRanges ( ) const
inline

Specifies the ranges of valid values for the hyperparameters.

Definition at line 52 of file HyperParameterTuningJobConfig.h.

◆ Jsonize()

Aws::Utils::Json::JsonValue Aws::ForecastService::Model::HyperParameterTuningJobConfig::Jsonize ( ) const

◆ operator=()

HyperParameterTuningJobConfig& Aws::ForecastService::Model::HyperParameterTuningJobConfig::operator= ( Aws::Utils::Json::JsonView  jsonValue)

◆ ParameterRangesHasBeenSet()

bool Aws::ForecastService::Model::HyperParameterTuningJobConfig::ParameterRangesHasBeenSet ( ) const
inline

Specifies the ranges of valid values for the hyperparameters.

Definition at line 57 of file HyperParameterTuningJobConfig.h.

◆ SetParameterRanges() [1/2]

void Aws::ForecastService::Model::HyperParameterTuningJobConfig::SetParameterRanges ( const ParameterRanges value)
inline

Specifies the ranges of valid values for the hyperparameters.

Definition at line 62 of file HyperParameterTuningJobConfig.h.

◆ SetParameterRanges() [2/2]

void Aws::ForecastService::Model::HyperParameterTuningJobConfig::SetParameterRanges ( ParameterRanges &&  value)
inline

Specifies the ranges of valid values for the hyperparameters.

Definition at line 67 of file HyperParameterTuningJobConfig.h.

◆ WithParameterRanges() [1/2]

HyperParameterTuningJobConfig& Aws::ForecastService::Model::HyperParameterTuningJobConfig::WithParameterRanges ( const ParameterRanges value)
inline

Specifies the ranges of valid values for the hyperparameters.

Definition at line 72 of file HyperParameterTuningJobConfig.h.

◆ WithParameterRanges() [2/2]

HyperParameterTuningJobConfig& Aws::ForecastService::Model::HyperParameterTuningJobConfig::WithParameterRanges ( ParameterRanges &&  value)
inline

Specifies the ranges of valid values for the hyperparameters.

Definition at line 77 of file HyperParameterTuningJobConfig.h.


The documentation for this class was generated from the following file: