Package com.amazonaws.services.machinelearning.model

Classes modeling the various types represented by AmazonMachineLearning.

See: Description

Class Summary

Class	Description
BatchPrediction	Represents the output of GetBatchPrediction operation.
CreateBatchPredictionRequest	Container for the parameters to the CreateBatchPrediction operation.
CreateBatchPredictionResult	Represents the output of a CreateBatchPrediction operation, and is an acknowledgement that Amazon ML received the request.
CreateDataSourceFromRDSRequest	Container for the parameters to the CreateDataSourceFromRDS operation.
CreateDataSourceFromRDSResult	Represents the output of a CreateDataSourceFromRDS operation, and is an acknowledgement that Amazon ML received the request.
CreateDataSourceFromRedshiftRequest	Container for the parameters to the CreateDataSourceFromRedshift operation.
CreateDataSourceFromRedshiftResult	Represents the output of a CreateDataSourceFromRedshift operation, and is an acknowledgement that Amazon ML received the request.
CreateDataSourceFromS3Request	Container for the parameters to the CreateDataSourceFromS3 operation.
CreateDataSourceFromS3Result	Represents the output of a CreateDataSourceFromS3 operation, and is an acknowledgement that Amazon ML received the request.
CreateEvaluationRequest	Container for the parameters to the CreateEvaluation operation.
CreateEvaluationResult	Represents the output of a CreateEvaluation operation, and is an acknowledgement that Amazon ML received the request.
CreateMLModelRequest	Container for the parameters to the CreateMLModel operation.
CreateMLModelResult	Represents the output of a CreateMLModel operation, and is an acknowledgement that Amazon ML received the request.
CreateRealtimeEndpointRequest	Container for the parameters to the CreateRealtimeEndpoint operation.
CreateRealtimeEndpointResult	Represents the output of an CreateRealtimeEndpoint operation.
DataSource	Represents the output of the GetDataSource operation.
DeleteBatchPredictionRequest	Container for the parameters to the DeleteBatchPrediction operation.
DeleteBatchPredictionResult	Represents the output of a DeleteBatchPrediction operation.
DeleteDataSourceRequest	Container for the parameters to the DeleteDataSource operation.
DeleteDataSourceResult	Represents the output of a DeleteDataSource operation.
DeleteEvaluationRequest	Container for the parameters to the DeleteEvaluation operation.
DeleteEvaluationResult	Represents the output of a DeleteEvaluation operation.
DeleteMLModelRequest	Container for the parameters to the DeleteMLModel operation.
DeleteMLModelResult	Represents the output of a DeleteMLModel operation.
DeleteRealtimeEndpointRequest	Container for the parameters to the DeleteRealtimeEndpoint operation.
DeleteRealtimeEndpointResult	Represents the output of an DeleteRealtimeEndpoint operation.
DescribeBatchPredictionsRequest	Container for the parameters to the DescribeBatchPredictions operation.
DescribeBatchPredictionsResult	Represents the output of a DescribeBatchPredictions operation.
DescribeDataSourcesRequest	Container for the parameters to the DescribeDataSources operation.
DescribeDataSourcesResult	Represents the query results from a DescribeDataSources operation.
DescribeEvaluationsRequest	Container for the parameters to the DescribeEvaluations operation.
DescribeEvaluationsResult	Represents the query results from a DescribeEvaluations operation.
DescribeMLModelsRequest	Container for the parameters to the DescribeMLModels operation.
DescribeMLModelsResult	Represents the output of a DescribeMLModels operation.
Evaluation	Represents the output of GetEvaluation operation.
GetBatchPredictionRequest	Container for the parameters to the GetBatchPrediction operation.
GetBatchPredictionResult	Represents the output of a GetBatchPrediction operation and describes a BatchPrediction .
GetDataSourceRequest	Container for the parameters to the GetDataSource operation.
GetDataSourceResult	Represents the output of a GetDataSource operation and describes a DataSource .
GetEvaluationRequest	Container for the parameters to the GetEvaluation operation.
GetEvaluationResult	Represents the output of a GetEvaluation operation and describes an Evaluation .
GetMLModelRequest	Container for the parameters to the GetMLModel operation.
GetMLModelResult	Represents the output of a GetMLModel operation, and provides detailed information about a MLModel .
MLModel	Represents the output of a GetMLModel operation.
PerformanceMetrics	Measurements of how well the MLModel performed on known observations.
Prediction	The output from a Predict operation:
PredictRequest	Container for the parameters to the Predict operation.
PredictResult	Predict Result
RDSDatabase	The database details of an Amazon RDS database.
RDSDatabaseCredentials	The database credentials to connect to a database on an RDS DB instance.
RDSDataSpec	The data specification of an Amazon Relational Database Service (Amazon RDS) DataSource .
RDSMetadata	The datasource details that are specific to Amazon RDS.
RealtimeEndpointInfo	Describes the real-time endpoint information for an MLModel .
RedshiftDatabase	Describes the database details required to connect to an Amazon Redshift database.
RedshiftDatabaseCredentials	Describes the database credentials for connecting to a database on an Amazon Redshift cluster.
RedshiftDataSpec	Describes the data specification of an Amazon Redshift DataSource .
RedshiftMetadata	Describes the DataSource details specific to Amazon Redshift.
S3DataSpec	Describes the data specification of a DataSource .
UpdateBatchPredictionRequest	Container for the parameters to the UpdateBatchPrediction operation.
UpdateBatchPredictionResult	Represents the output of an UpdateBatchPrediction operation.
UpdateDataSourceRequest	Container for the parameters to the UpdateDataSource operation.
UpdateDataSourceResult	Represents the output of an UpdateDataSource operation.
UpdateEvaluationRequest	Container for the parameters to the UpdateEvaluation operation.
UpdateEvaluationResult	Represents the output of an UpdateEvaluation operation.
UpdateMLModelRequest	Container for the parameters to the UpdateMLModel operation.
UpdateMLModelResult	Represents the output of an UpdateMLModel operation.

Enum Summary

Enum	Description
Algorithm	Algorithm
BatchPredictionFilterVariable	Batch Prediction Filter Variable
DataSourceFilterVariable	Data Source Filter Variable
DetailsAttributes	Details Attributes
EntityStatus	Entity Status
EvaluationFilterVariable	Evaluation Filter Variable
MLModelFilterVariable	M L Model Filter Variable
MLModelType	M L Model Type
RealtimeEndpointStatus	Realtime Endpoint Status
SortOrder	Sort Order

Exception Summary

Exception	Description
IdempotentParameterMismatchException	A second request to use or change an object was not allowed.
InternalServerException	An error on the server occurred when trying to process a request.
InvalidInputException	An error on the client occurred.
LimitExceededException	The subscriber exceeded the maximum number of operations.
PredictorNotMountedException	The exception is thrown when a predict request is made to an unmounted MLModel .
ResourceNotFoundException	A specified resource cannot be located.

Package com.amazonaws.services.machinelearning.model Description

Classes modeling the various types represented by AmazonMachineLearning.