| 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 | 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 | 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.
|
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