AWS SDK for C++  0.12.9
AWS SDK for C++
Namespaces | Classes | Typedefs | Enumerations
Aws::MachineLearning::Model Namespace Reference

Namespaces

 AlgorithmMapper
 
 BatchPredictionFilterVariableMapper
 
 DataSourceFilterVariableMapper
 
 DetailsAttributesMapper
 
 EntityStatusMapper
 
 EvaluationFilterVariableMapper
 
 MLModelFilterVariableMapper
 
 MLModelTypeMapper
 
 RealtimeEndpointStatusMapper
 
 SortOrderMapper
 
 TaggableResourceTypeMapper
 

Classes

class  AddTagsRequest
 
class  AddTagsResult
 
class  BatchPrediction
 
class  CreateBatchPredictionRequest
 
class  CreateBatchPredictionResult
 
class  CreateDataSourceFromRDSRequest
 
class  CreateDataSourceFromRDSResult
 
class  CreateDataSourceFromRedshiftRequest
 
class  CreateDataSourceFromRedshiftResult
 
class  CreateDataSourceFromS3Request
 
class  CreateDataSourceFromS3Result
 
class  CreateEvaluationRequest
 
class  CreateEvaluationResult
 
class  CreateMLModelRequest
 
class  CreateMLModelResult
 
class  CreateRealtimeEndpointRequest
 
class  CreateRealtimeEndpointResult
 
class  DataSource
 
class  DeleteBatchPredictionRequest
 
class  DeleteBatchPredictionResult
 
class  DeleteDataSourceRequest
 
class  DeleteDataSourceResult
 
class  DeleteEvaluationRequest
 
class  DeleteEvaluationResult
 
class  DeleteMLModelRequest
 
class  DeleteMLModelResult
 
class  DeleteRealtimeEndpointRequest
 
class  DeleteRealtimeEndpointResult
 
class  DeleteTagsRequest
 
class  DeleteTagsResult
 
class  DescribeBatchPredictionsRequest
 
class  DescribeBatchPredictionsResult
 
class  DescribeDataSourcesRequest
 
class  DescribeDataSourcesResult
 
class  DescribeEvaluationsRequest
 
class  DescribeEvaluationsResult
 
class  DescribeMLModelsRequest
 
class  DescribeMLModelsResult
 
class  DescribeTagsRequest
 
class  DescribeTagsResult
 
class  Evaluation
 
class  GetBatchPredictionRequest
 
class  GetBatchPredictionResult
 
class  GetDataSourceRequest
 
class  GetDataSourceResult
 
class  GetEvaluationRequest
 
class  GetEvaluationResult
 
class  GetMLModelRequest
 
class  GetMLModelResult
 
class  MLModel
 
class  PerformanceMetrics
 
class  Prediction
 
class  PredictRequest
 
class  PredictResult
 
class  RDSDatabase
 
class  RDSDatabaseCredentials
 
class  RDSDataSpec
 
class  RDSMetadata
 
class  RealtimeEndpointInfo
 
class  RedshiftDatabase
 
class  RedshiftDatabaseCredentials
 
class  RedshiftDataSpec
 
class  RedshiftMetadata
 
class  S3DataSpec
 
class  Tag
 
class  UpdateBatchPredictionRequest
 
class  UpdateBatchPredictionResult
 
class  UpdateDataSourceRequest
 
class  UpdateDataSourceResult
 
class  UpdateEvaluationRequest
 
class  UpdateEvaluationResult
 
class  UpdateMLModelRequest
 
class  UpdateMLModelResult
 

Typedefs

typedef Aws::Utils::Outcome< AddTagsResult, Aws::Client::AWSError< MachineLearningErrors > > AddTagsOutcome
 
typedef Aws::Utils::Outcome< CreateBatchPredictionResult, Aws::Client::AWSError< MachineLearningErrors > > CreateBatchPredictionOutcome
 
typedef Aws::Utils::Outcome< CreateDataSourceFromRDSResult, Aws::Client::AWSError< MachineLearningErrors > > CreateDataSourceFromRDSOutcome
 
typedef Aws::Utils::Outcome< CreateDataSourceFromRedshiftResult, Aws::Client::AWSError< MachineLearningErrors > > CreateDataSourceFromRedshiftOutcome
 
typedef Aws::Utils::Outcome< CreateDataSourceFromS3Result, Aws::Client::AWSError< MachineLearningErrors > > CreateDataSourceFromS3Outcome
 
typedef Aws::Utils::Outcome< CreateEvaluationResult, Aws::Client::AWSError< MachineLearningErrors > > CreateEvaluationOutcome
 
typedef Aws::Utils::Outcome< CreateMLModelResult, Aws::Client::AWSError< MachineLearningErrors > > CreateMLModelOutcome
 
typedef Aws::Utils::Outcome< CreateRealtimeEndpointResult, Aws::Client::AWSError< MachineLearningErrors > > CreateRealtimeEndpointOutcome
 
typedef Aws::Utils::Outcome< DeleteBatchPredictionResult, Aws::Client::AWSError< MachineLearningErrors > > DeleteBatchPredictionOutcome
 
typedef Aws::Utils::Outcome< DeleteDataSourceResult, Aws::Client::AWSError< MachineLearningErrors > > DeleteDataSourceOutcome
 
typedef Aws::Utils::Outcome< DeleteEvaluationResult, Aws::Client::AWSError< MachineLearningErrors > > DeleteEvaluationOutcome
 
typedef Aws::Utils::Outcome< DeleteMLModelResult, Aws::Client::AWSError< MachineLearningErrors > > DeleteMLModelOutcome
 
typedef Aws::Utils::Outcome< DeleteRealtimeEndpointResult, Aws::Client::AWSError< MachineLearningErrors > > DeleteRealtimeEndpointOutcome
 
typedef Aws::Utils::Outcome< DeleteTagsResult, Aws::Client::AWSError< MachineLearningErrors > > DeleteTagsOutcome
 
typedef Aws::Utils::Outcome< DescribeBatchPredictionsResult, Aws::Client::AWSError< MachineLearningErrors > > DescribeBatchPredictionsOutcome
 
typedef Aws::Utils::Outcome< DescribeDataSourcesResult, Aws::Client::AWSError< MachineLearningErrors > > DescribeDataSourcesOutcome
 
typedef Aws::Utils::Outcome< DescribeEvaluationsResult, Aws::Client::AWSError< MachineLearningErrors > > DescribeEvaluationsOutcome
 
typedef Aws::Utils::Outcome< DescribeMLModelsResult, Aws::Client::AWSError< MachineLearningErrors > > DescribeMLModelsOutcome
 
typedef Aws::Utils::Outcome< DescribeTagsResult, Aws::Client::AWSError< MachineLearningErrors > > DescribeTagsOutcome
 
typedef Aws::Utils::Outcome< GetBatchPredictionResult, Aws::Client::AWSError< MachineLearningErrors > > GetBatchPredictionOutcome
 
typedef Aws::Utils::Outcome< GetDataSourceResult, Aws::Client::AWSError< MachineLearningErrors > > GetDataSourceOutcome
 
typedef Aws::Utils::Outcome< GetEvaluationResult, Aws::Client::AWSError< MachineLearningErrors > > GetEvaluationOutcome
 
typedef Aws::Utils::Outcome< GetMLModelResult, Aws::Client::AWSError< MachineLearningErrors > > GetMLModelOutcome
 
typedef Aws::Utils::Outcome< PredictResult, Aws::Client::AWSError< MachineLearningErrors > > PredictOutcome
 
typedef Aws::Utils::Outcome< UpdateBatchPredictionResult, Aws::Client::AWSError< MachineLearningErrors > > UpdateBatchPredictionOutcome
 
typedef Aws::Utils::Outcome< UpdateDataSourceResult, Aws::Client::AWSError< MachineLearningErrors > > UpdateDataSourceOutcome
 
typedef Aws::Utils::Outcome< UpdateEvaluationResult, Aws::Client::AWSError< MachineLearningErrors > > UpdateEvaluationOutcome
 
typedef Aws::Utils::Outcome< UpdateMLModelResult, Aws::Client::AWSError< MachineLearningErrors > > UpdateMLModelOutcome
 
typedef std::future< AddTagsOutcomeAddTagsOutcomeCallable
 
typedef std::future< CreateBatchPredictionOutcomeCreateBatchPredictionOutcomeCallable
 
typedef std::future< CreateDataSourceFromRDSOutcomeCreateDataSourceFromRDSOutcomeCallable
 
typedef std::future< CreateDataSourceFromRedshiftOutcomeCreateDataSourceFromRedshiftOutcomeCallable
 
typedef std::future< CreateDataSourceFromS3OutcomeCreateDataSourceFromS3OutcomeCallable
 
typedef std::future< CreateEvaluationOutcomeCreateEvaluationOutcomeCallable
 
typedef std::future< CreateMLModelOutcomeCreateMLModelOutcomeCallable
 
typedef std::future< CreateRealtimeEndpointOutcomeCreateRealtimeEndpointOutcomeCallable
 
typedef std::future< DeleteBatchPredictionOutcomeDeleteBatchPredictionOutcomeCallable
 
typedef std::future< DeleteDataSourceOutcomeDeleteDataSourceOutcomeCallable
 
typedef std::future< DeleteEvaluationOutcomeDeleteEvaluationOutcomeCallable
 
typedef std::future< DeleteMLModelOutcomeDeleteMLModelOutcomeCallable
 
typedef std::future< DeleteRealtimeEndpointOutcomeDeleteRealtimeEndpointOutcomeCallable
 
typedef std::future< DeleteTagsOutcomeDeleteTagsOutcomeCallable
 
typedef std::future< DescribeBatchPredictionsOutcomeDescribeBatchPredictionsOutcomeCallable
 
typedef std::future< DescribeDataSourcesOutcomeDescribeDataSourcesOutcomeCallable
 
typedef std::future< DescribeEvaluationsOutcomeDescribeEvaluationsOutcomeCallable
 
typedef std::future< DescribeMLModelsOutcomeDescribeMLModelsOutcomeCallable
 
typedef std::future< DescribeTagsOutcomeDescribeTagsOutcomeCallable
 
typedef std::future< GetBatchPredictionOutcomeGetBatchPredictionOutcomeCallable
 
typedef std::future< GetDataSourceOutcomeGetDataSourceOutcomeCallable
 
typedef std::future< GetEvaluationOutcomeGetEvaluationOutcomeCallable
 
typedef std::future< GetMLModelOutcomeGetMLModelOutcomeCallable
 
typedef std::future< PredictOutcomePredictOutcomeCallable
 
typedef std::future< UpdateBatchPredictionOutcomeUpdateBatchPredictionOutcomeCallable
 
typedef std::future< UpdateDataSourceOutcomeUpdateDataSourceOutcomeCallable
 
typedef std::future< UpdateEvaluationOutcomeUpdateEvaluationOutcomeCallable
 
typedef std::future< UpdateMLModelOutcomeUpdateMLModelOutcomeCallable
 

Enumerations

enum  Algorithm { Algorithm::NOT_SET, Algorithm::sgd }
 
enum  BatchPredictionFilterVariable {
  BatchPredictionFilterVariable::NOT_SET, BatchPredictionFilterVariable::CreatedAt, BatchPredictionFilterVariable::LastUpdatedAt, BatchPredictionFilterVariable::Status,
  BatchPredictionFilterVariable::Name, BatchPredictionFilterVariable::IAMUser, BatchPredictionFilterVariable::MLModelId, BatchPredictionFilterVariable::DataSourceId,
  BatchPredictionFilterVariable::DataURI
}
 
enum  DataSourceFilterVariable {
  DataSourceFilterVariable::NOT_SET, DataSourceFilterVariable::CreatedAt, DataSourceFilterVariable::LastUpdatedAt, DataSourceFilterVariable::Status,
  DataSourceFilterVariable::Name, DataSourceFilterVariable::DataLocationS3, DataSourceFilterVariable::IAMUser
}
 
enum  DetailsAttributes { DetailsAttributes::NOT_SET, DetailsAttributes::PredictiveModelType, DetailsAttributes::Algorithm }
 
enum  EntityStatus {
  EntityStatus::NOT_SET, EntityStatus::PENDING, EntityStatus::INPROGRESS, EntityStatus::FAILED,
  EntityStatus::COMPLETED, EntityStatus::DELETED
}
 
enum  EvaluationFilterVariable {
  EvaluationFilterVariable::NOT_SET, EvaluationFilterVariable::CreatedAt, EvaluationFilterVariable::LastUpdatedAt, EvaluationFilterVariable::Status,
  EvaluationFilterVariable::Name, EvaluationFilterVariable::IAMUser, EvaluationFilterVariable::MLModelId, EvaluationFilterVariable::DataSourceId,
  EvaluationFilterVariable::DataURI
}
 
enum  MLModelFilterVariable {
  MLModelFilterVariable::NOT_SET, MLModelFilterVariable::CreatedAt, MLModelFilterVariable::LastUpdatedAt, MLModelFilterVariable::Status,
  MLModelFilterVariable::Name, MLModelFilterVariable::IAMUser, MLModelFilterVariable::TrainingDataSourceId, MLModelFilterVariable::RealtimeEndpointStatus,
  MLModelFilterVariable::MLModelType, MLModelFilterVariable::Algorithm, MLModelFilterVariable::TrainingDataURI
}
 
enum  MLModelType { MLModelType::NOT_SET, MLModelType::REGRESSION, MLModelType::BINARY, MLModelType::MULTICLASS }
 
enum  RealtimeEndpointStatus {
  RealtimeEndpointStatus::NOT_SET, RealtimeEndpointStatus::NONE, RealtimeEndpointStatus::READY, RealtimeEndpointStatus::UPDATING,
  RealtimeEndpointStatus::FAILED
}
 
enum  SortOrder { SortOrder::NOT_SET, SortOrder::asc, SortOrder::dsc }
 
enum  TaggableResourceType {
  TaggableResourceType::NOT_SET, TaggableResourceType::BatchPrediction, TaggableResourceType::DataSource, TaggableResourceType::Evaluation,
  TaggableResourceType::MLModel
}
 

Typedef Documentation

Definition at line 123 of file MachineLearningClient.h.

Definition at line 154 of file MachineLearningClient.h.

Definition at line 126 of file MachineLearningClient.h.

Definition at line 155 of file MachineLearningClient.h.

Definition at line 127 of file MachineLearningClient.h.

Definition at line 156 of file MachineLearningClient.h.

Definition at line 128 of file MachineLearningClient.h.

Definition at line 157 of file MachineLearningClient.h.

Definition at line 129 of file MachineLearningClient.h.

Definition at line 158 of file MachineLearningClient.h.

Definition at line 130 of file MachineLearningClient.h.

Definition at line 159 of file MachineLearningClient.h.

Definition at line 131 of file MachineLearningClient.h.

Definition at line 160 of file MachineLearningClient.h.

Definition at line 132 of file MachineLearningClient.h.

Definition at line 161 of file MachineLearningClient.h.

Definition at line 133 of file MachineLearningClient.h.

Definition at line 162 of file MachineLearningClient.h.

Definition at line 134 of file MachineLearningClient.h.

Definition at line 163 of file MachineLearningClient.h.

Definition at line 135 of file MachineLearningClient.h.

Definition at line 164 of file MachineLearningClient.h.

Definition at line 136 of file MachineLearningClient.h.

Definition at line 165 of file MachineLearningClient.h.

Definition at line 137 of file MachineLearningClient.h.

Definition at line 166 of file MachineLearningClient.h.

Definition at line 138 of file MachineLearningClient.h.

Definition at line 167 of file MachineLearningClient.h.

Definition at line 139 of file MachineLearningClient.h.

Definition at line 168 of file MachineLearningClient.h.

Definition at line 140 of file MachineLearningClient.h.

Definition at line 169 of file MachineLearningClient.h.

Definition at line 141 of file MachineLearningClient.h.

Definition at line 170 of file MachineLearningClient.h.

Definition at line 142 of file MachineLearningClient.h.

Definition at line 171 of file MachineLearningClient.h.

Definition at line 143 of file MachineLearningClient.h.

Definition at line 172 of file MachineLearningClient.h.

Definition at line 144 of file MachineLearningClient.h.

Definition at line 173 of file MachineLearningClient.h.

Definition at line 145 of file MachineLearningClient.h.

Definition at line 174 of file MachineLearningClient.h.

Definition at line 146 of file MachineLearningClient.h.

Definition at line 175 of file MachineLearningClient.h.

Definition at line 147 of file MachineLearningClient.h.

Definition at line 176 of file MachineLearningClient.h.

Definition at line 148 of file MachineLearningClient.h.

Definition at line 177 of file MachineLearningClient.h.

Definition at line 149 of file MachineLearningClient.h.

Definition at line 178 of file MachineLearningClient.h.

Definition at line 150 of file MachineLearningClient.h.

Definition at line 179 of file MachineLearningClient.h.

Definition at line 151 of file MachineLearningClient.h.

Definition at line 180 of file MachineLearningClient.h.

Definition at line 152 of file MachineLearningClient.h.

Definition at line 181 of file MachineLearningClient.h.

Enumeration Type Documentation

Enumerator
NOT_SET 
sgd 

Definition at line 25 of file Algorithm.h.

Enumerator
NOT_SET 
CreatedAt 
LastUpdatedAt 
Status 
Name 
IAMUser 
MLModelId 
DataSourceId 
DataURI 

Definition at line 25 of file BatchPredictionFilterVariable.h.

Enumerator
NOT_SET 
CreatedAt 
LastUpdatedAt 
Status 
Name 
DataLocationS3 
IAMUser 

Definition at line 25 of file DataSourceFilterVariable.h.

Enumerator
NOT_SET 
PredictiveModelType 
Algorithm 

Definition at line 25 of file DetailsAttributes.h.

Enumerator
NOT_SET 
PENDING 
INPROGRESS 
FAILED 
COMPLETED 
DELETED 

Definition at line 25 of file EntityStatus.h.

Enumerator
NOT_SET 
CreatedAt 
LastUpdatedAt 
Status 
Name 
IAMUser 
MLModelId 
DataSourceId 
DataURI 

Definition at line 25 of file EvaluationFilterVariable.h.

Enumerator
NOT_SET 
CreatedAt 
LastUpdatedAt 
Status 
Name 
IAMUser 
TrainingDataSourceId 
RealtimeEndpointStatus 
MLModelType 
Algorithm 
TrainingDataURI 

Definition at line 25 of file MLModelFilterVariable.h.

Enumerator
NOT_SET 
REGRESSION 
BINARY 
MULTICLASS 

Definition at line 25 of file MLModelType.h.

Enumerator
NOT_SET 
NONE 
READY 
UPDATING 
FAILED 

Definition at line 25 of file RealtimeEndpointStatus.h.

Enumerator
NOT_SET 
asc 
dsc 

Definition at line 25 of file SortOrder.h.

Enumerator
NOT_SET 
BatchPrediction 
DataSource 
Evaluation 
MLModel 

Definition at line 25 of file TaggableResourceType.h.