| Package | Description |
|---|---|
| software.amazon.awssdk.services.machinelearning |
Definition of the public APIs exposed by Amazon Machine Learning
|
| software.amazon.awssdk.services.machinelearning.model | |
| software.amazon.awssdk.services.machinelearning.transform | |
| software.amazon.awssdk.services.machinelearning.waiters |
| Class and Description |
|---|
| AddTagsRequest |
| AddTagsResponse
Amazon ML returns the following elements.
|
| CreateBatchPredictionRequest |
| CreateBatchPredictionResponse
Represents the output of a
CreateBatchPrediction operation, and is an acknowledgement that Amazon ML
received the request. |
| CreateDataSourceFromRDSRequest |
| CreateDataSourceFromRDSResponse
Represents the output of a
CreateDataSourceFromRDS operation, and is an acknowledgement that Amazon ML
received the request. |
| CreateDataSourceFromRedshiftRequest |
| CreateDataSourceFromRedshiftResponse
Represents the output of a
CreateDataSourceFromRedshift operation, and is an acknowledgement that Amazon
ML received the request. |
| CreateDataSourceFromS3Request |
| CreateDataSourceFromS3Response
Represents the output of a
CreateDataSourceFromS3 operation, and is an acknowledgement that Amazon ML
received the request. |
| CreateEvaluationRequest |
| CreateEvaluationResponse
Represents the output of a
CreateEvaluation operation, and is an acknowledgement that Amazon ML received
the request. |
| CreateMLModelRequest |
| CreateMLModelResponse
Represents the output of a
CreateMLModel operation, and is an acknowledgement that Amazon ML received
the request. |
| CreateRealtimeEndpointRequest |
| CreateRealtimeEndpointResponse
Represents the output of an
CreateRealtimeEndpoint operation. |
| DeleteBatchPredictionRequest |
| DeleteBatchPredictionResponse
Represents the output of a
DeleteBatchPrediction operation. |
| DeleteDataSourceRequest |
| DeleteDataSourceResponse
Represents the output of a
DeleteDataSource operation. |
| DeleteEvaluationRequest |
| DeleteEvaluationResponse
Represents the output of a
DeleteEvaluation operation. |
| DeleteMLModelRequest |
| DeleteMLModelResponse
Represents the output of a
DeleteMLModel operation. |
| DeleteRealtimeEndpointRequest |
| DeleteRealtimeEndpointResponse
Represents the output of an
DeleteRealtimeEndpoint operation. |
| DeleteTagsRequest |
| DeleteTagsResponse
Amazon ML returns the following elements.
|
| DescribeBatchPredictionsRequest |
| DescribeBatchPredictionsResponse
Represents the output of a
DescribeBatchPredictions operation. |
| DescribeDataSourcesRequest |
| DescribeDataSourcesResponse
Represents the query results from a DescribeDataSources operation.
|
| DescribeEvaluationsRequest |
| DescribeEvaluationsResponse
Represents the query results from a
DescribeEvaluations operation. |
| DescribeMLModelsRequest |
| DescribeMLModelsResponse
Represents the output of a
DescribeMLModels operation. |
| DescribeTagsRequest |
| DescribeTagsResponse
Amazon ML returns the following elements.
|
| GetBatchPredictionRequest |
| GetBatchPredictionResponse
Represents the output of a
GetBatchPrediction operation and describes a BatchPrediction. |
| GetDataSourceRequest |
| GetDataSourceResponse
Represents the output of a
GetDataSource operation and describes a DataSource. |
| GetEvaluationRequest |
| GetEvaluationResponse
Represents the output of a
GetEvaluation operation and describes an Evaluation. |
| GetMLModelRequest |
| GetMLModelResponse
Represents the output of a
GetMLModel operation, and provides detailed information about a
MLModel. |
| 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.
|
| InvalidTagException |
| LimitExceededException
The subscriber exceeded the maximum number of operations.
|
| MachineLearningException
Base exception for all service exceptions thrown by Amazon Machine Learning
|
| PredictorNotMountedException
The exception is thrown when a predict request is made to an unmounted
MLModel. |
| PredictRequest |
| PredictResponse |
| ResourceNotFoundException
A specified resource cannot be located.
|
| TagLimitExceededException |
| UpdateBatchPredictionRequest |
| UpdateBatchPredictionResponse
Represents the output of an
UpdateBatchPrediction operation. |
| UpdateDataSourceRequest |
| UpdateDataSourceResponse
Represents the output of an
UpdateDataSource operation. |
| UpdateEvaluationRequest |
| UpdateEvaluationResponse
Represents the output of an
UpdateEvaluation operation. |
| UpdateMLModelRequest |
| UpdateMLModelResponse
Represents the output of an
UpdateMLModel operation. |
| Class and Description |
|---|
| AddTagsRequest |
| AddTagsResponse
Amazon ML returns the following elements.
|
| BatchPrediction
Represents the output of a
GetBatchPrediction operation. |
| CreateBatchPredictionRequest |
| CreateBatchPredictionResponse
Represents the output of a
CreateBatchPrediction operation, and is an acknowledgement that Amazon ML
received the request. |
| CreateDataSourceFromRDSRequest |
| CreateDataSourceFromRDSResponse
Represents the output of a
CreateDataSourceFromRDS operation, and is an acknowledgement that Amazon ML
received the request. |
| CreateDataSourceFromRedshiftRequest |
| CreateDataSourceFromRedshiftResponse
Represents the output of a
CreateDataSourceFromRedshift operation, and is an acknowledgement that Amazon
ML received the request. |
| CreateDataSourceFromS3Request |
| CreateDataSourceFromS3Response
Represents the output of a
CreateDataSourceFromS3 operation, and is an acknowledgement that Amazon ML
received the request. |
| CreateEvaluationRequest |
| CreateEvaluationResponse
Represents the output of a
CreateEvaluation operation, and is an acknowledgement that Amazon ML received
the request. |
| CreateMLModelRequest |
| CreateMLModelResponse
Represents the output of a
CreateMLModel operation, and is an acknowledgement that Amazon ML received
the request. |
| CreateRealtimeEndpointRequest |
| CreateRealtimeEndpointResponse
Represents the output of an
CreateRealtimeEndpoint operation. |
| DataSource
Represents the output of the
GetDataSource operation. |
| DeleteBatchPredictionRequest |
| DeleteBatchPredictionResponse
Represents the output of a
DeleteBatchPrediction operation. |
| DeleteDataSourceRequest |
| DeleteDataSourceResponse
Represents the output of a
DeleteDataSource operation. |
| DeleteEvaluationRequest |
| DeleteEvaluationResponse
Represents the output of a
DeleteEvaluation operation. |
| DeleteMLModelRequest |
| DeleteMLModelResponse
Represents the output of a
DeleteMLModel operation. |
| DeleteRealtimeEndpointRequest |
| DeleteRealtimeEndpointResponse
Represents the output of an
DeleteRealtimeEndpoint operation. |
| DeleteTagsRequest |
| DeleteTagsResponse
Amazon ML returns the following elements.
|
| DescribeBatchPredictionsRequest |
| DescribeBatchPredictionsResponse
Represents the output of a
DescribeBatchPredictions operation. |
| DescribeDataSourcesRequest |
| DescribeDataSourcesResponse
Represents the query results from a DescribeDataSources operation.
|
| DescribeEvaluationsRequest |
| DescribeEvaluationsResponse
Represents the query results from a
DescribeEvaluations operation. |
| DescribeMLModelsRequest |
| DescribeMLModelsResponse
Represents the output of a
DescribeMLModels operation. |
| DescribeTagsRequest |
| DescribeTagsResponse
Amazon ML returns the following elements.
|
| Evaluation
Represents the output of
GetEvaluation operation. |
| GetBatchPredictionRequest |
| GetBatchPredictionResponse
Represents the output of a
GetBatchPrediction operation and describes a BatchPrediction. |
| GetDataSourceRequest |
| GetDataSourceResponse
Represents the output of a
GetDataSource operation and describes a DataSource. |
| GetEvaluationRequest |
| GetEvaluationResponse
Represents the output of a
GetEvaluation operation and describes an Evaluation. |
| GetMLModelRequest |
| GetMLModelResponse
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 |
| PredictResponse |
| 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. |
| Tag
A custom key-value pair associated with an ML object, such as an ML model.
|
| UpdateBatchPredictionRequest |
| UpdateBatchPredictionResponse
Represents the output of an
UpdateBatchPrediction operation. |
| UpdateDataSourceRequest |
| UpdateDataSourceResponse
Represents the output of an
UpdateDataSource operation. |
| UpdateEvaluationRequest |
| UpdateEvaluationResponse
Represents the output of an
UpdateEvaluation operation. |
| UpdateMLModelRequest |
| UpdateMLModelResponse
Represents the output of an
UpdateMLModel operation. |
| Class and Description |
|---|
| DescribeBatchPredictionsRequest |
| DescribeBatchPredictionsResponse
Represents the output of a
DescribeBatchPredictions operation. |
| DescribeDataSourcesRequest |
| DescribeDataSourcesResponse
Represents the query results from a DescribeDataSources operation.
|
| DescribeEvaluationsRequest |
| DescribeEvaluationsResponse
Represents the query results from a
DescribeEvaluations operation. |
| DescribeMLModelsRequest |
| DescribeMLModelsResponse
Represents the output of a
DescribeMLModels operation. |
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