AWS SDK for C++  1.9.132
AWS SDK for C++
Public Member Functions | List of all members
Aws::MachineLearning::Model::GetEvaluationResult Class Reference

#include <GetEvaluationResult.h>

Public Member Functions

 GetEvaluationResult ()
 
 GetEvaluationResult (const Aws::AmazonWebServiceResult< Aws::Utils::Json::JsonValue > &result)
 
GetEvaluationResultoperator= (const Aws::AmazonWebServiceResult< Aws::Utils::Json::JsonValue > &result)
 
const Aws::StringGetEvaluationId () const
 
void SetEvaluationId (const Aws::String &value)
 
void SetEvaluationId (Aws::String &&value)
 
void SetEvaluationId (const char *value)
 
GetEvaluationResultWithEvaluationId (const Aws::String &value)
 
GetEvaluationResultWithEvaluationId (Aws::String &&value)
 
GetEvaluationResultWithEvaluationId (const char *value)
 
const Aws::StringGetMLModelId () const
 
void SetMLModelId (const Aws::String &value)
 
void SetMLModelId (Aws::String &&value)
 
void SetMLModelId (const char *value)
 
GetEvaluationResultWithMLModelId (const Aws::String &value)
 
GetEvaluationResultWithMLModelId (Aws::String &&value)
 
GetEvaluationResultWithMLModelId (const char *value)
 
const Aws::StringGetEvaluationDataSourceId () const
 
void SetEvaluationDataSourceId (const Aws::String &value)
 
void SetEvaluationDataSourceId (Aws::String &&value)
 
void SetEvaluationDataSourceId (const char *value)
 
GetEvaluationResultWithEvaluationDataSourceId (const Aws::String &value)
 
GetEvaluationResultWithEvaluationDataSourceId (Aws::String &&value)
 
GetEvaluationResultWithEvaluationDataSourceId (const char *value)
 
const Aws::StringGetInputDataLocationS3 () const
 
void SetInputDataLocationS3 (const Aws::String &value)
 
void SetInputDataLocationS3 (Aws::String &&value)
 
void SetInputDataLocationS3 (const char *value)
 
GetEvaluationResultWithInputDataLocationS3 (const Aws::String &value)
 
GetEvaluationResultWithInputDataLocationS3 (Aws::String &&value)
 
GetEvaluationResultWithInputDataLocationS3 (const char *value)
 
const Aws::StringGetCreatedByIamUser () const
 
void SetCreatedByIamUser (const Aws::String &value)
 
void SetCreatedByIamUser (Aws::String &&value)
 
void SetCreatedByIamUser (const char *value)
 
GetEvaluationResultWithCreatedByIamUser (const Aws::String &value)
 
GetEvaluationResultWithCreatedByIamUser (Aws::String &&value)
 
GetEvaluationResultWithCreatedByIamUser (const char *value)
 
const Aws::Utils::DateTimeGetCreatedAt () const
 
void SetCreatedAt (const Aws::Utils::DateTime &value)
 
void SetCreatedAt (Aws::Utils::DateTime &&value)
 
GetEvaluationResultWithCreatedAt (const Aws::Utils::DateTime &value)
 
GetEvaluationResultWithCreatedAt (Aws::Utils::DateTime &&value)
 
const Aws::Utils::DateTimeGetLastUpdatedAt () const
 
void SetLastUpdatedAt (const Aws::Utils::DateTime &value)
 
void SetLastUpdatedAt (Aws::Utils::DateTime &&value)
 
GetEvaluationResultWithLastUpdatedAt (const Aws::Utils::DateTime &value)
 
GetEvaluationResultWithLastUpdatedAt (Aws::Utils::DateTime &&value)
 
const Aws::StringGetName () const
 
void SetName (const Aws::String &value)
 
void SetName (Aws::String &&value)
 
void SetName (const char *value)
 
GetEvaluationResultWithName (const Aws::String &value)
 
GetEvaluationResultWithName (Aws::String &&value)
 
GetEvaluationResultWithName (const char *value)
 
const EntityStatusGetStatus () const
 
void SetStatus (const EntityStatus &value)
 
void SetStatus (EntityStatus &&value)
 
GetEvaluationResultWithStatus (const EntityStatus &value)
 
GetEvaluationResultWithStatus (EntityStatus &&value)
 
const PerformanceMetricsGetPerformanceMetrics () const
 
void SetPerformanceMetrics (const PerformanceMetrics &value)
 
void SetPerformanceMetrics (PerformanceMetrics &&value)
 
GetEvaluationResultWithPerformanceMetrics (const PerformanceMetrics &value)
 
GetEvaluationResultWithPerformanceMetrics (PerformanceMetrics &&value)
 
const Aws::StringGetLogUri () const
 
void SetLogUri (const Aws::String &value)
 
void SetLogUri (Aws::String &&value)
 
void SetLogUri (const char *value)
 
GetEvaluationResultWithLogUri (const Aws::String &value)
 
GetEvaluationResultWithLogUri (Aws::String &&value)
 
GetEvaluationResultWithLogUri (const char *value)
 
const Aws::StringGetMessage () const
 
void SetMessage (const Aws::String &value)
 
void SetMessage (Aws::String &&value)
 
void SetMessage (const char *value)
 
GetEvaluationResultWithMessage (const Aws::String &value)
 
GetEvaluationResultWithMessage (Aws::String &&value)
 
GetEvaluationResultWithMessage (const char *value)
 
long long GetComputeTime () const
 
void SetComputeTime (long long value)
 
GetEvaluationResultWithComputeTime (long long value)
 
const Aws::Utils::DateTimeGetFinishedAt () const
 
void SetFinishedAt (const Aws::Utils::DateTime &value)
 
void SetFinishedAt (Aws::Utils::DateTime &&value)
 
GetEvaluationResultWithFinishedAt (const Aws::Utils::DateTime &value)
 
GetEvaluationResultWithFinishedAt (Aws::Utils::DateTime &&value)
 
const Aws::Utils::DateTimeGetStartedAt () const
 
void SetStartedAt (const Aws::Utils::DateTime &value)
 
void SetStartedAt (Aws::Utils::DateTime &&value)
 
GetEvaluationResultWithStartedAt (const Aws::Utils::DateTime &value)
 
GetEvaluationResultWithStartedAt (Aws::Utils::DateTime &&value)
 

Detailed Description

Represents the output of a GetEvaluation operation and describes an Evaluation.

See Also:

AWS API Reference

Definition at line 36 of file GetEvaluationResult.h.

Constructor & Destructor Documentation

◆ GetEvaluationResult() [1/2]

Aws::MachineLearning::Model::GetEvaluationResult::GetEvaluationResult ( )

◆ GetEvaluationResult() [2/2]

Aws::MachineLearning::Model::GetEvaluationResult::GetEvaluationResult ( const Aws::AmazonWebServiceResult< Aws::Utils::Json::JsonValue > &  result)

Member Function Documentation

◆ GetComputeTime()

long long Aws::MachineLearning::Model::GetEvaluationResult::GetComputeTime ( ) const
inline

The approximate CPU time in milliseconds that Amazon Machine Learning spent processing the Evaluation, normalized and scaled on computation resources. ComputeTime is only available if the Evaluation is in the COMPLETED state.

Definition at line 594 of file GetEvaluationResult.h.

◆ GetCreatedAt()

const Aws::Utils::DateTime& Aws::MachineLearning::Model::GetEvaluationResult::GetCreatedAt ( ) const
inline

The time that the Evaluation was created. The time is expressed in epoch time.

Definition at line 256 of file GetEvaluationResult.h.

◆ GetCreatedByIamUser()

const Aws::String& Aws::MachineLearning::Model::GetEvaluationResult::GetCreatedByIamUser ( ) const
inline

The AWS user account that invoked the evaluation. The account type can be either an AWS root account or an AWS Identity and Access Management (IAM) user account.

Definition at line 207 of file GetEvaluationResult.h.

◆ GetEvaluationDataSourceId()

const Aws::String& Aws::MachineLearning::Model::GetEvaluationResult::GetEvaluationDataSourceId ( ) const
inline

The DataSource used for this evaluation.

Definition at line 126 of file GetEvaluationResult.h.

◆ GetEvaluationId()

const Aws::String& Aws::MachineLearning::Model::GetEvaluationResult::GetEvaluationId ( ) const
inline

The evaluation ID which is same as the EvaluationId in the request.

Definition at line 48 of file GetEvaluationResult.h.

◆ GetFinishedAt()

const Aws::Utils::DateTime& Aws::MachineLearning::Model::GetEvaluationResult::GetFinishedAt ( ) const
inline

The epoch time when Amazon Machine Learning marked the Evaluation as COMPLETED or FAILED. FinishedAt is only available when the Evaluation is in the COMPLETED or FAILED state.

Definition at line 619 of file GetEvaluationResult.h.

◆ GetInputDataLocationS3()

const Aws::String& Aws::MachineLearning::Model::GetEvaluationResult::GetInputDataLocationS3 ( ) const
inline

The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).

Definition at line 163 of file GetEvaluationResult.h.

◆ GetLastUpdatedAt()

const Aws::Utils::DateTime& Aws::MachineLearning::Model::GetEvaluationResult::GetLastUpdatedAt ( ) const
inline

The time of the most recent edit to the Evaluation. The time is expressed in epoch time.

Definition at line 287 of file GetEvaluationResult.h.

◆ GetLogUri()

const Aws::String& Aws::MachineLearning::Model::GetEvaluationResult::GetLogUri ( ) const
inline

A link to the file that contains logs of the CreateEvaluation operation.

Definition at line 506 of file GetEvaluationResult.h.

◆ GetMessage()

const Aws::String& Aws::MachineLearning::Model::GetEvaluationResult::GetMessage ( ) const
inline

A description of the most recent details about evaluating the MLModel.

Definition at line 549 of file GetEvaluationResult.h.

◆ GetMLModelId()

const Aws::String& Aws::MachineLearning::Model::GetEvaluationResult::GetMLModelId ( ) const
inline

The ID of the MLModel that was the focus of the evaluation.

Definition at line 90 of file GetEvaluationResult.h.

◆ GetName()

const Aws::String& Aws::MachineLearning::Model::GetEvaluationResult::GetName ( ) const
inline

A user-supplied name or description of the Evaluation.

Definition at line 317 of file GetEvaluationResult.h.

◆ GetPerformanceMetrics()

const PerformanceMetrics& Aws::MachineLearning::Model::GetEvaluationResult::GetPerformanceMetrics ( ) const
inline

Measurements of how well the MLModel performed using observations referenced by the DataSource. One of the following metric is returned based on the type of the MLModel:

  • BinaryAUC: A binary MLModel uses the Area Under the Curve (AUC) technique to measure performance.

  • RegressionRMSE: A regression MLModel uses the Root Mean Square Error (RMSE) technique to measure performance. RMSE measures the difference between predicted and actual values for a single variable.

  • MulticlassAvgFScore: A multiclass MLModel uses the F1 score technique to measure performance.

For more information about performance metrics, please see the Amazon Machine Learning Developer Guide.

Definition at line 431 of file GetEvaluationResult.h.

◆ GetStartedAt()

const Aws::Utils::DateTime& Aws::MachineLearning::Model::GetEvaluationResult::GetStartedAt ( ) const
inline

The epoch time when Amazon Machine Learning marked the Evaluation as INPROGRESS. StartedAt isn't available if the Evaluation is in the PENDING state.

Definition at line 660 of file GetEvaluationResult.h.

◆ GetStatus()

const EntityStatus& Aws::MachineLearning::Model::GetEvaluationResult::GetStatus ( ) const
inline

The status of the evaluation. This element can have one of the following values:

  • PENDING - Amazon Machine Language (Amazon ML) submitted a request to evaluate an MLModel.

  • INPROGRESS - The evaluation is underway.

  • FAILED - The request to evaluate an MLModel did not run to completion. It is not usable.

  • COMPLETED - The evaluation process completed successfully.

  • DELETED - The Evaluation is marked as deleted. It is not usable.

Definition at line 361 of file GetEvaluationResult.h.

◆ operator=()

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::operator= ( const Aws::AmazonWebServiceResult< Aws::Utils::Json::JsonValue > &  result)

◆ SetComputeTime()

void Aws::MachineLearning::Model::GetEvaluationResult::SetComputeTime ( long long  value)
inline

The approximate CPU time in milliseconds that Amazon Machine Learning spent processing the Evaluation, normalized and scaled on computation resources. ComputeTime is only available if the Evaluation is in the COMPLETED state.

Definition at line 602 of file GetEvaluationResult.h.

◆ SetCreatedAt() [1/2]

void Aws::MachineLearning::Model::GetEvaluationResult::SetCreatedAt ( Aws::Utils::DateTime &&  value)
inline

The time that the Evaluation was created. The time is expressed in epoch time.

Definition at line 268 of file GetEvaluationResult.h.

◆ SetCreatedAt() [2/2]

void Aws::MachineLearning::Model::GetEvaluationResult::SetCreatedAt ( const Aws::Utils::DateTime value)
inline

The time that the Evaluation was created. The time is expressed in epoch time.

Definition at line 262 of file GetEvaluationResult.h.

◆ SetCreatedByIamUser() [1/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetCreatedByIamUser ( Aws::String &&  value)
inline

The AWS user account that invoked the evaluation. The account type can be either an AWS root account or an AWS Identity and Access Management (IAM) user account.

Definition at line 221 of file GetEvaluationResult.h.

◆ SetCreatedByIamUser() [2/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetCreatedByIamUser ( const Aws::String value)
inline

The AWS user account that invoked the evaluation. The account type can be either an AWS root account or an AWS Identity and Access Management (IAM) user account.

Definition at line 214 of file GetEvaluationResult.h.

◆ SetCreatedByIamUser() [3/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetCreatedByIamUser ( const char *  value)
inline

The AWS user account that invoked the evaluation. The account type can be either an AWS root account or an AWS Identity and Access Management (IAM) user account.

Definition at line 228 of file GetEvaluationResult.h.

◆ SetEvaluationDataSourceId() [1/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetEvaluationDataSourceId ( Aws::String &&  value)
inline

The DataSource used for this evaluation.

Definition at line 136 of file GetEvaluationResult.h.

◆ SetEvaluationDataSourceId() [2/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetEvaluationDataSourceId ( const Aws::String value)
inline

The DataSource used for this evaluation.

Definition at line 131 of file GetEvaluationResult.h.

◆ SetEvaluationDataSourceId() [3/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetEvaluationDataSourceId ( const char *  value)
inline

The DataSource used for this evaluation.

Definition at line 141 of file GetEvaluationResult.h.

◆ SetEvaluationId() [1/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetEvaluationId ( Aws::String &&  value)
inline

The evaluation ID which is same as the EvaluationId in the request.

Definition at line 60 of file GetEvaluationResult.h.

◆ SetEvaluationId() [2/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetEvaluationId ( const Aws::String value)
inline

The evaluation ID which is same as the EvaluationId in the request.

Definition at line 54 of file GetEvaluationResult.h.

◆ SetEvaluationId() [3/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetEvaluationId ( const char *  value)
inline

The evaluation ID which is same as the EvaluationId in the request.

Definition at line 66 of file GetEvaluationResult.h.

◆ SetFinishedAt() [1/2]

void Aws::MachineLearning::Model::GetEvaluationResult::SetFinishedAt ( Aws::Utils::DateTime &&  value)
inline

The epoch time when Amazon Machine Learning marked the Evaluation as COMPLETED or FAILED. FinishedAt is only available when the Evaluation is in the COMPLETED or FAILED state.

Definition at line 635 of file GetEvaluationResult.h.

◆ SetFinishedAt() [2/2]

void Aws::MachineLearning::Model::GetEvaluationResult::SetFinishedAt ( const Aws::Utils::DateTime value)
inline

The epoch time when Amazon Machine Learning marked the Evaluation as COMPLETED or FAILED. FinishedAt is only available when the Evaluation is in the COMPLETED or FAILED state.

Definition at line 627 of file GetEvaluationResult.h.

◆ SetInputDataLocationS3() [1/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetInputDataLocationS3 ( Aws::String &&  value)
inline

The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).

Definition at line 175 of file GetEvaluationResult.h.

◆ SetInputDataLocationS3() [2/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetInputDataLocationS3 ( const Aws::String value)
inline

The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).

Definition at line 169 of file GetEvaluationResult.h.

◆ SetInputDataLocationS3() [3/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetInputDataLocationS3 ( const char *  value)
inline

The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).

Definition at line 181 of file GetEvaluationResult.h.

◆ SetLastUpdatedAt() [1/2]

void Aws::MachineLearning::Model::GetEvaluationResult::SetLastUpdatedAt ( Aws::Utils::DateTime &&  value)
inline

The time of the most recent edit to the Evaluation. The time is expressed in epoch time.

Definition at line 299 of file GetEvaluationResult.h.

◆ SetLastUpdatedAt() [2/2]

void Aws::MachineLearning::Model::GetEvaluationResult::SetLastUpdatedAt ( const Aws::Utils::DateTime value)
inline

The time of the most recent edit to the Evaluation. The time is expressed in epoch time.

Definition at line 293 of file GetEvaluationResult.h.

◆ SetLogUri() [1/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetLogUri ( Aws::String &&  value)
inline

A link to the file that contains logs of the CreateEvaluation operation.

Definition at line 518 of file GetEvaluationResult.h.

◆ SetLogUri() [2/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetLogUri ( const Aws::String value)
inline

A link to the file that contains logs of the CreateEvaluation operation.

Definition at line 512 of file GetEvaluationResult.h.

◆ SetLogUri() [3/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetLogUri ( const char *  value)
inline

A link to the file that contains logs of the CreateEvaluation operation.

Definition at line 524 of file GetEvaluationResult.h.

◆ SetMessage() [1/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetMessage ( Aws::String &&  value)
inline

A description of the most recent details about evaluating the MLModel.

Definition at line 561 of file GetEvaluationResult.h.

◆ SetMessage() [2/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetMessage ( const Aws::String value)
inline

A description of the most recent details about evaluating the MLModel.

Definition at line 555 of file GetEvaluationResult.h.

◆ SetMessage() [3/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetMessage ( const char *  value)
inline

A description of the most recent details about evaluating the MLModel.

Definition at line 567 of file GetEvaluationResult.h.

◆ SetMLModelId() [1/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetMLModelId ( Aws::String &&  value)
inline

The ID of the MLModel that was the focus of the evaluation.

Definition at line 100 of file GetEvaluationResult.h.

◆ SetMLModelId() [2/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetMLModelId ( const Aws::String value)
inline

The ID of the MLModel that was the focus of the evaluation.

Definition at line 95 of file GetEvaluationResult.h.

◆ SetMLModelId() [3/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetMLModelId ( const char *  value)
inline

The ID of the MLModel that was the focus of the evaluation.

Definition at line 105 of file GetEvaluationResult.h.

◆ SetName() [1/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetName ( Aws::String &&  value)
inline

A user-supplied name or description of the Evaluation.

Definition at line 327 of file GetEvaluationResult.h.

◆ SetName() [2/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetName ( const Aws::String value)
inline

A user-supplied name or description of the Evaluation.

Definition at line 322 of file GetEvaluationResult.h.

◆ SetName() [3/3]

void Aws::MachineLearning::Model::GetEvaluationResult::SetName ( const char *  value)
inline

A user-supplied name or description of the Evaluation.

Definition at line 332 of file GetEvaluationResult.h.

◆ SetPerformanceMetrics() [1/2]

void Aws::MachineLearning::Model::GetEvaluationResult::SetPerformanceMetrics ( const PerformanceMetrics value)
inline

Measurements of how well the MLModel performed using observations referenced by the DataSource. One of the following metric is returned based on the type of the MLModel:

  • BinaryAUC: A binary MLModel uses the Area Under the Curve (AUC) technique to measure performance.

  • RegressionRMSE: A regression MLModel uses the Root Mean Square Error (RMSE) technique to measure performance. RMSE measures the difference between predicted and actual values for a single variable.

  • MulticlassAvgFScore: A multiclass MLModel uses the F1 score technique to measure performance.

For more information about performance metrics, please see the Amazon Machine Learning Developer Guide.

Definition at line 448 of file GetEvaluationResult.h.

◆ SetPerformanceMetrics() [2/2]

void Aws::MachineLearning::Model::GetEvaluationResult::SetPerformanceMetrics ( PerformanceMetrics &&  value)
inline

Measurements of how well the MLModel performed using observations referenced by the DataSource. One of the following metric is returned based on the type of the MLModel:

  • BinaryAUC: A binary MLModel uses the Area Under the Curve (AUC) technique to measure performance.

  • RegressionRMSE: A regression MLModel uses the Root Mean Square Error (RMSE) technique to measure performance. RMSE measures the difference between predicted and actual values for a single variable.

  • MulticlassAvgFScore: A multiclass MLModel uses the F1 score technique to measure performance.

For more information about performance metrics, please see the Amazon Machine Learning Developer Guide.

Definition at line 465 of file GetEvaluationResult.h.

◆ SetStartedAt() [1/2]

void Aws::MachineLearning::Model::GetEvaluationResult::SetStartedAt ( Aws::Utils::DateTime &&  value)
inline

The epoch time when Amazon Machine Learning marked the Evaluation as INPROGRESS. StartedAt isn't available if the Evaluation is in the PENDING state.

Definition at line 676 of file GetEvaluationResult.h.

◆ SetStartedAt() [2/2]

void Aws::MachineLearning::Model::GetEvaluationResult::SetStartedAt ( const Aws::Utils::DateTime value)
inline

The epoch time when Amazon Machine Learning marked the Evaluation as INPROGRESS. StartedAt isn't available if the Evaluation is in the PENDING state.

Definition at line 668 of file GetEvaluationResult.h.

◆ SetStatus() [1/2]

void Aws::MachineLearning::Model::GetEvaluationResult::SetStatus ( const EntityStatus value)
inline

The status of the evaluation. This element can have one of the following values:

  • PENDING - Amazon Machine Language (Amazon ML) submitted a request to evaluate an MLModel.

  • INPROGRESS - The evaluation is underway.

  • FAILED - The request to evaluate an MLModel did not run to completion. It is not usable.

  • COMPLETED - The evaluation process completed successfully.

  • DELETED - The Evaluation is marked as deleted. It is not usable.

Definition at line 374 of file GetEvaluationResult.h.

◆ SetStatus() [2/2]

void Aws::MachineLearning::Model::GetEvaluationResult::SetStatus ( EntityStatus &&  value)
inline

The status of the evaluation. This element can have one of the following values:

  • PENDING - Amazon Machine Language (Amazon ML) submitted a request to evaluate an MLModel.

  • INPROGRESS - The evaluation is underway.

  • FAILED - The request to evaluate an MLModel did not run to completion. It is not usable.

  • COMPLETED - The evaluation process completed successfully.

  • DELETED - The Evaluation is marked as deleted. It is not usable.

Definition at line 387 of file GetEvaluationResult.h.

◆ WithComputeTime()

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithComputeTime ( long long  value)
inline

The approximate CPU time in milliseconds that Amazon Machine Learning spent processing the Evaluation, normalized and scaled on computation resources. ComputeTime is only available if the Evaluation is in the COMPLETED state.

Definition at line 610 of file GetEvaluationResult.h.

◆ WithCreatedAt() [1/2]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithCreatedAt ( Aws::Utils::DateTime &&  value)
inline

The time that the Evaluation was created. The time is expressed in epoch time.

Definition at line 280 of file GetEvaluationResult.h.

◆ WithCreatedAt() [2/2]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithCreatedAt ( const Aws::Utils::DateTime value)
inline

The time that the Evaluation was created. The time is expressed in epoch time.

Definition at line 274 of file GetEvaluationResult.h.

◆ WithCreatedByIamUser() [1/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithCreatedByIamUser ( Aws::String &&  value)
inline

The AWS user account that invoked the evaluation. The account type can be either an AWS root account or an AWS Identity and Access Management (IAM) user account.

Definition at line 242 of file GetEvaluationResult.h.

◆ WithCreatedByIamUser() [2/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithCreatedByIamUser ( const Aws::String value)
inline

The AWS user account that invoked the evaluation. The account type can be either an AWS root account or an AWS Identity and Access Management (IAM) user account.

Definition at line 235 of file GetEvaluationResult.h.

◆ WithCreatedByIamUser() [3/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithCreatedByIamUser ( const char *  value)
inline

The AWS user account that invoked the evaluation. The account type can be either an AWS root account or an AWS Identity and Access Management (IAM) user account.

Definition at line 249 of file GetEvaluationResult.h.

◆ WithEvaluationDataSourceId() [1/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithEvaluationDataSourceId ( Aws::String &&  value)
inline

The DataSource used for this evaluation.

Definition at line 151 of file GetEvaluationResult.h.

◆ WithEvaluationDataSourceId() [2/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithEvaluationDataSourceId ( const Aws::String value)
inline

The DataSource used for this evaluation.

Definition at line 146 of file GetEvaluationResult.h.

◆ WithEvaluationDataSourceId() [3/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithEvaluationDataSourceId ( const char *  value)
inline

The DataSource used for this evaluation.

Definition at line 156 of file GetEvaluationResult.h.

◆ WithEvaluationId() [1/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithEvaluationId ( Aws::String &&  value)
inline

The evaluation ID which is same as the EvaluationId in the request.

Definition at line 78 of file GetEvaluationResult.h.

◆ WithEvaluationId() [2/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithEvaluationId ( const Aws::String value)
inline

The evaluation ID which is same as the EvaluationId in the request.

Definition at line 72 of file GetEvaluationResult.h.

◆ WithEvaluationId() [3/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithEvaluationId ( const char *  value)
inline

The evaluation ID which is same as the EvaluationId in the request.

Definition at line 84 of file GetEvaluationResult.h.

◆ WithFinishedAt() [1/2]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithFinishedAt ( Aws::Utils::DateTime &&  value)
inline

The epoch time when Amazon Machine Learning marked the Evaluation as COMPLETED or FAILED. FinishedAt is only available when the Evaluation is in the COMPLETED or FAILED state.

Definition at line 651 of file GetEvaluationResult.h.

◆ WithFinishedAt() [2/2]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithFinishedAt ( const Aws::Utils::DateTime value)
inline

The epoch time when Amazon Machine Learning marked the Evaluation as COMPLETED or FAILED. FinishedAt is only available when the Evaluation is in the COMPLETED or FAILED state.

Definition at line 643 of file GetEvaluationResult.h.

◆ WithInputDataLocationS3() [1/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithInputDataLocationS3 ( Aws::String &&  value)
inline

The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).

Definition at line 193 of file GetEvaluationResult.h.

◆ WithInputDataLocationS3() [2/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithInputDataLocationS3 ( const Aws::String value)
inline

The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).

Definition at line 187 of file GetEvaluationResult.h.

◆ WithInputDataLocationS3() [3/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithInputDataLocationS3 ( const char *  value)
inline

The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).

Definition at line 199 of file GetEvaluationResult.h.

◆ WithLastUpdatedAt() [1/2]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithLastUpdatedAt ( Aws::Utils::DateTime &&  value)
inline

The time of the most recent edit to the Evaluation. The time is expressed in epoch time.

Definition at line 311 of file GetEvaluationResult.h.

◆ WithLastUpdatedAt() [2/2]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithLastUpdatedAt ( const Aws::Utils::DateTime value)
inline

The time of the most recent edit to the Evaluation. The time is expressed in epoch time.

Definition at line 305 of file GetEvaluationResult.h.

◆ WithLogUri() [1/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithLogUri ( Aws::String &&  value)
inline

A link to the file that contains logs of the CreateEvaluation operation.

Definition at line 536 of file GetEvaluationResult.h.

◆ WithLogUri() [2/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithLogUri ( const Aws::String value)
inline

A link to the file that contains logs of the CreateEvaluation operation.

Definition at line 530 of file GetEvaluationResult.h.

◆ WithLogUri() [3/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithLogUri ( const char *  value)
inline

A link to the file that contains logs of the CreateEvaluation operation.

Definition at line 542 of file GetEvaluationResult.h.

◆ WithMessage() [1/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithMessage ( Aws::String &&  value)
inline

A description of the most recent details about evaluating the MLModel.

Definition at line 579 of file GetEvaluationResult.h.

◆ WithMessage() [2/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithMessage ( const Aws::String value)
inline

A description of the most recent details about evaluating the MLModel.

Definition at line 573 of file GetEvaluationResult.h.

◆ WithMessage() [3/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithMessage ( const char *  value)
inline

A description of the most recent details about evaluating the MLModel.

Definition at line 585 of file GetEvaluationResult.h.

◆ WithMLModelId() [1/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithMLModelId ( Aws::String &&  value)
inline

The ID of the MLModel that was the focus of the evaluation.

Definition at line 115 of file GetEvaluationResult.h.

◆ WithMLModelId() [2/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithMLModelId ( const Aws::String value)
inline

The ID of the MLModel that was the focus of the evaluation.

Definition at line 110 of file GetEvaluationResult.h.

◆ WithMLModelId() [3/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithMLModelId ( const char *  value)
inline

The ID of the MLModel that was the focus of the evaluation.

Definition at line 120 of file GetEvaluationResult.h.

◆ WithName() [1/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithName ( Aws::String &&  value)
inline

A user-supplied name or description of the Evaluation.

Definition at line 342 of file GetEvaluationResult.h.

◆ WithName() [2/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithName ( const Aws::String value)
inline

A user-supplied name or description of the Evaluation.

Definition at line 337 of file GetEvaluationResult.h.

◆ WithName() [3/3]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithName ( const char *  value)
inline

A user-supplied name or description of the Evaluation.

Definition at line 347 of file GetEvaluationResult.h.

◆ WithPerformanceMetrics() [1/2]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithPerformanceMetrics ( const PerformanceMetrics value)
inline

Measurements of how well the MLModel performed using observations referenced by the DataSource. One of the following metric is returned based on the type of the MLModel:

  • BinaryAUC: A binary MLModel uses the Area Under the Curve (AUC) technique to measure performance.

  • RegressionRMSE: A regression MLModel uses the Root Mean Square Error (RMSE) technique to measure performance. RMSE measures the difference between predicted and actual values for a single variable.

  • MulticlassAvgFScore: A multiclass MLModel uses the F1 score technique to measure performance.

For more information about performance metrics, please see the Amazon Machine Learning Developer Guide.

Definition at line 482 of file GetEvaluationResult.h.

◆ WithPerformanceMetrics() [2/2]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithPerformanceMetrics ( PerformanceMetrics &&  value)
inline

Measurements of how well the MLModel performed using observations referenced by the DataSource. One of the following metric is returned based on the type of the MLModel:

  • BinaryAUC: A binary MLModel uses the Area Under the Curve (AUC) technique to measure performance.

  • RegressionRMSE: A regression MLModel uses the Root Mean Square Error (RMSE) technique to measure performance. RMSE measures the difference between predicted and actual values for a single variable.

  • MulticlassAvgFScore: A multiclass MLModel uses the F1 score technique to measure performance.

For more information about performance metrics, please see the Amazon Machine Learning Developer Guide.

Definition at line 499 of file GetEvaluationResult.h.

◆ WithStartedAt() [1/2]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithStartedAt ( Aws::Utils::DateTime &&  value)
inline

The epoch time when Amazon Machine Learning marked the Evaluation as INPROGRESS. StartedAt isn't available if the Evaluation is in the PENDING state.

Definition at line 692 of file GetEvaluationResult.h.

◆ WithStartedAt() [2/2]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithStartedAt ( const Aws::Utils::DateTime value)
inline

The epoch time when Amazon Machine Learning marked the Evaluation as INPROGRESS. StartedAt isn't available if the Evaluation is in the PENDING state.

Definition at line 684 of file GetEvaluationResult.h.

◆ WithStatus() [1/2]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithStatus ( const EntityStatus value)
inline

The status of the evaluation. This element can have one of the following values:

  • PENDING - Amazon Machine Language (Amazon ML) submitted a request to evaluate an MLModel.

  • INPROGRESS - The evaluation is underway.

  • FAILED - The request to evaluate an MLModel did not run to completion. It is not usable.

  • COMPLETED - The evaluation process completed successfully.

  • DELETED - The Evaluation is marked as deleted. It is not usable.

Definition at line 400 of file GetEvaluationResult.h.

◆ WithStatus() [2/2]

GetEvaluationResult& Aws::MachineLearning::Model::GetEvaluationResult::WithStatus ( EntityStatus &&  value)
inline

The status of the evaluation. This element can have one of the following values:

  • PENDING - Amazon Machine Language (Amazon ML) submitted a request to evaluate an MLModel.

  • INPROGRESS - The evaluation is underway.

  • FAILED - The request to evaluate an MLModel did not run to completion. It is not usable.

  • COMPLETED - The evaluation process completed successfully.

  • DELETED - The Evaluation is marked as deleted. It is not usable.

Definition at line 413 of file GetEvaluationResult.h.


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