# Packages
Package machinelearningiface provides an interface to enable mocking the Amazon Machine Learning service client for testing your code.
# Functions
Algorithm_Values returns all elements of the Algorithm enum.
BatchPredictionFilterVariable_Values returns all elements of the BatchPredictionFilterVariable enum.
DataSourceFilterVariable_Values returns all elements of the DataSourceFilterVariable enum.
DetailsAttributes_Values returns all elements of the DetailsAttributes enum.
EntityStatus_Values returns all elements of the EntityStatus enum.
EvaluationFilterVariable_Values returns all elements of the EvaluationFilterVariable enum.
MLModelFilterVariable_Values returns all elements of the MLModelFilterVariable enum.
MLModelType_Values returns all elements of the MLModelType enum.
New creates a new instance of the MachineLearning client with a session.
RealtimeEndpointStatus_Values returns all elements of the RealtimeEndpointStatus enum.
SortOrder_Values returns all elements of the SortOrder enum.
TaggableResourceType_Values returns all elements of the TaggableResourceType enum.
# Constants
AlgorithmSgd is a Algorithm enum value.
BatchPredictionFilterVariableCreatedAt is a BatchPredictionFilterVariable enum value.
BatchPredictionFilterVariableDataSourceId is a BatchPredictionFilterVariable enum value.
BatchPredictionFilterVariableDataUri is a BatchPredictionFilterVariable enum value.
BatchPredictionFilterVariableIamuser is a BatchPredictionFilterVariable enum value.
BatchPredictionFilterVariableLastUpdatedAt is a BatchPredictionFilterVariable enum value.
BatchPredictionFilterVariableMlmodelId is a BatchPredictionFilterVariable enum value.
BatchPredictionFilterVariableName is a BatchPredictionFilterVariable enum value.
BatchPredictionFilterVariableStatus is a BatchPredictionFilterVariable enum value.
DataSourceFilterVariableCreatedAt is a DataSourceFilterVariable enum value.
DataSourceFilterVariableDataLocationS3 is a DataSourceFilterVariable enum value.
DataSourceFilterVariableIamuser is a DataSourceFilterVariable enum value.
DataSourceFilterVariableLastUpdatedAt is a DataSourceFilterVariable enum value.
DataSourceFilterVariableName is a DataSourceFilterVariable enum value.
DataSourceFilterVariableStatus is a DataSourceFilterVariable enum value.
DetailsAttributesAlgorithm is a DetailsAttributes enum value.
DetailsAttributesPredictiveModelType is a DetailsAttributes enum value.
ID to lookup a service endpoint with.
EntityStatusCompleted is a EntityStatus enum value.
EntityStatusDeleted is a EntityStatus enum value.
EntityStatusFailed is a EntityStatus enum value.
EntityStatusInprogress is a EntityStatus enum value.
EntityStatusPending is a EntityStatus enum value.
ErrCodeIdempotentParameterMismatchException for service response error code "IdempotentParameterMismatchException".
ErrCodeInternalServerException for service response error code "InternalServerException".
ErrCodeInvalidInputException for service response error code "InvalidInputException".
ErrCodeInvalidTagException for service response error code "InvalidTagException".
ErrCodeLimitExceededException for service response error code "LimitExceededException".
ErrCodePredictorNotMountedException for service response error code "PredictorNotMountedException".
ErrCodeResourceNotFoundException for service response error code "ResourceNotFoundException".
ErrCodeTagLimitExceededException for service response error code "TagLimitExceededException".
EvaluationFilterVariableCreatedAt is a EvaluationFilterVariable enum value.
EvaluationFilterVariableDataSourceId is a EvaluationFilterVariable enum value.
EvaluationFilterVariableDataUri is a EvaluationFilterVariable enum value.
EvaluationFilterVariableIamuser is a EvaluationFilterVariable enum value.
EvaluationFilterVariableLastUpdatedAt is a EvaluationFilterVariable enum value.
EvaluationFilterVariableMlmodelId is a EvaluationFilterVariable enum value.
EvaluationFilterVariableName is a EvaluationFilterVariable enum value.
EvaluationFilterVariableStatus is a EvaluationFilterVariable enum value.
MLModelFilterVariableAlgorithm is a MLModelFilterVariable enum value.
MLModelFilterVariableCreatedAt is a MLModelFilterVariable enum value.
MLModelFilterVariableIamuser is a MLModelFilterVariable enum value.
MLModelFilterVariableLastUpdatedAt is a MLModelFilterVariable enum value.
MLModelFilterVariableMlmodelType is a MLModelFilterVariable enum value.
MLModelFilterVariableName is a MLModelFilterVariable enum value.
MLModelFilterVariableRealtimeEndpointStatus is a MLModelFilterVariable enum value.
MLModelFilterVariableStatus is a MLModelFilterVariable enum value.
MLModelFilterVariableTrainingDataSourceId is a MLModelFilterVariable enum value.
MLModelFilterVariableTrainingDataUri is a MLModelFilterVariable enum value.
MLModelTypeBinary is a MLModelType enum value.
MLModelTypeMulticlass is a MLModelType enum value.
MLModelTypeRegression is a MLModelType enum value.
RealtimeEndpointStatusFailed is a RealtimeEndpointStatus enum value.
RealtimeEndpointStatusNone is a RealtimeEndpointStatus enum value.
RealtimeEndpointStatusReady is a RealtimeEndpointStatus enum value.
RealtimeEndpointStatusUpdating is a RealtimeEndpointStatus enum value.
ServiceID is a unique identifier of a specific service.
Name of service.
SortOrderAsc is a SortOrder enum value.
SortOrderDsc is a SortOrder enum value.
TaggableResourceTypeBatchPrediction is a TaggableResourceType enum value.
TaggableResourceTypeDataSource is a TaggableResourceType enum value.
TaggableResourceTypeEvaluation is a TaggableResourceType enum value.
TaggableResourceTypeMlmodel is a TaggableResourceType enum value.
# Structs
Amazon ML returns the following elements.
Represents the output of a GetBatchPrediction operation.
Represents the output of a CreateBatchPrediction operation, and is an acknowledgement that Amazon ML received the request.
Represents the output of a CreateDataSourceFromRDS operation, and is an acknowledgement that Amazon ML received the request.
Represents the output of a CreateDataSourceFromRedshift operation, and is an acknowledgement that Amazon ML received the request.
Represents the output of a CreateDataSourceFromS3 operation, and is an acknowledgement that Amazon ML received the request.
Represents the output of a CreateEvaluation operation, and is an acknowledgement that Amazon ML received the request.
Represents the output of a CreateMLModel operation, and is an acknowledgement that Amazon ML received the request.
Represents the output of an CreateRealtimeEndpoint operation.
Represents the output of the GetDataSource operation.
Represents the output of a DeleteBatchPrediction operation.
Represents the output of a DeleteDataSource operation.
Represents the output of a DeleteEvaluation operation.
Represents the output of a DeleteMLModel operation.
Represents the output of an DeleteRealtimeEndpoint operation.
Amazon ML returns the following elements.
Represents the output of a DescribeBatchPredictions operation.
Represents the query results from a DescribeDataSources operation.
Represents the query results from a DescribeEvaluations operation.
Represents the output of a DescribeMLModels operation.
Amazon ML returns the following elements.
Represents the output of GetEvaluation operation.
Represents the output of a GetBatchPrediction operation and describes a BatchPrediction.
Represents the output of a GetDataSource operation and describes a DataSource.
Represents the output of a GetEvaluation operation and describes an Evaluation.
Represents the output of a GetMLModel operation, and provides detailed information about a MLModel.
A second request to use or change an object was not allowed.
An error on the server occurred when trying to process a request.
An error on the client occurred.
The subscriber exceeded the maximum number of operations.
MachineLearning provides the API operation methods for making requests to Amazon Machine Learning.
Represents the output of a GetMLModel operation.
Measurements of how well the MLModel performed on known observations.
The output from a Predict operation:
- Details - Contains the following attributes: DetailsAttributes.PREDICTIVE_MODEL_TYPE
- REGRESSION | BINARY | MULTICLASS DetailsAttributes.ALGORITHM - SGD
- PredictedLabel - Present for either a BINARY or MULTICLASS MLModel request.
The exception is thrown when a predict request is made to an unmounted MLModel.
The database details of an Amazon RDS database.
The database credentials to connect to a database on an RDS DB instance.
The data specification of an Amazon Relational Database Service (Amazon RDS) DataSource.
The datasource details that are specific to Amazon RDS.
Describes the real-time endpoint information for an MLModel.
Describes the database details required to connect to an Amazon Redshift database.
Describes the database credentials for connecting to a database on an Amazon Redshift cluster.
Describes the data specification of an Amazon Redshift DataSource.
Describes the DataSource details specific to Amazon Redshift.
A specified resource cannot be located.
Describes the data specification of a DataSource.
A custom key-value pair associated with an ML object, such as an ML model.
Represents the output of an UpdateBatchPrediction operation.
Represents the output of an UpdateDataSource operation.
Represents the output of an UpdateEvaluation operation.
Represents the output of an UpdateMLModel operation.