Package com.amazonaws.services.machinelearning.model

Class Summary

Class	Description
BatchPrediction	Represents the output of GetBatchPrediction operation.
CreateBatchPredictionRequest
CreateBatchPredictionResult	Represents the output of a CreateBatchPrediction operation, and is an acknowledgement that Amazon ML received the request.
CreateDataSourceFromRDSRequest
CreateDataSourceFromRDSResult	Represents the output of a CreateDataSourceFromRDS operation, and is an acknowledgement that Amazon ML received the request.
CreateDataSourceFromRedshiftRequest
CreateDataSourceFromRedshiftResult	Represents the output of a CreateDataSourceFromRedshift operation, and is an acknowledgement that Amazon ML received the request.
CreateDataSourceFromS3Request
CreateDataSourceFromS3Result	Represents the output of a CreateDataSourceFromS3 operation, and is an acknowledgement that Amazon ML received the request.
CreateEvaluationRequest
CreateEvaluationResult	Represents the output of a CreateEvaluation operation, and is an acknowledgement that Amazon ML received the request.
CreateMLModelRequest
CreateMLModelResult	Represents the output of a CreateMLModel operation, and is an acknowledgement that Amazon ML received the request.
CreateRealtimeEndpointRequest
CreateRealtimeEndpointResult	Represents the output of an CreateRealtimeEndpoint operation.
DataSource	Represents the output of the GetDataSource operation.
DeleteBatchPredictionRequest
DeleteBatchPredictionResult	Represents the output of a DeleteBatchPrediction operation.
DeleteDataSourceRequest
DeleteDataSourceResult	Represents the output of a DeleteDataSource operation.
DeleteEvaluationRequest
DeleteEvaluationResult	Represents the output of a DeleteEvaluation operation.
DeleteMLModelRequest
DeleteMLModelResult	Represents the output of a DeleteMLModel operation.
DeleteRealtimeEndpointRequest
DeleteRealtimeEndpointResult	Represents the output of an DeleteRealtimeEndpoint operation.
DescribeBatchPredictionsRequest
DescribeBatchPredictionsResult	Represents the output of a DescribeBatchPredictions operation.
DescribeDataSourcesRequest
DescribeDataSourcesResult	Represents the query results from a DescribeDataSources operation.
DescribeEvaluationsRequest
DescribeEvaluationsResult	Represents the query results from a DescribeEvaluations operation.
DescribeMLModelsRequest
DescribeMLModelsResult	Represents the output of a DescribeMLModels operation.
Evaluation	Represents the output of GetEvaluation operation.
GetBatchPredictionRequest
GetBatchPredictionResult	Represents the output of a GetBatchPrediction operation and describes a BatchPrediction.
GetDataSourceRequest
GetDataSourceResult	Represents the output of a GetDataSource operation and describes a DataSource.
GetEvaluationRequest
GetEvaluationResult	Represents the output of a GetEvaluation operation and describes an Evaluation.
GetMLModelRequest
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
PredictResult
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
UpdateBatchPredictionResult	Represents the output of an UpdateBatchPrediction operation.
UpdateDataSourceRequest
UpdateDataSourceResult	Represents the output of an UpdateDataSource operation.
UpdateEvaluationRequest
UpdateEvaluationResult	Represents the output of an UpdateEvaluation operation.
UpdateMLModelRequest
UpdateMLModelResult	Represents the output of an UpdateMLModel operation.

Enum Summary

Enum	Description
Algorithm	The function used to train a MLModel.
BatchPredictionFilterVariable	A list of the variables to use in searching or filtering BatchPrediction.
DataSourceFilterVariable	A list of the variables to use in searching or filtering DataSource.
DetailsAttributes	Contains the key values of DetailsMap: PredictiveModelType - Indicates the type of the MLModel.
EntityStatus	Entity status with the following possible values:
EvaluationFilterVariable	A list of the variables to use in searching or filtering Evaluation.
MLModelFilterVariable
MLModelType
RealtimeEndpointStatus
SortOrder	The sort order specified in a listing condition.

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.