| Package | Description |
|---|---|
| com.amazonaws.services.machinelearning |
Definition of the public APIs exposed by Amazon Machine Learning
|
| com.amazonaws.services.machinelearning.model | |
| com.amazonaws.services.machinelearning.waiters |
| Class and Description |
|---|
| AddTagsRequest |
| AddTagsResult
Amazon ML returns the following elements.
|
| 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. |
| 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. |
| DeleteTagsRequest |
| DeleteTagsResult
Amazon ML returns the following elements.
|
| 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. |
| DescribeTagsRequest |
| DescribeTagsResult
Amazon ML returns the following elements.
|
| 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. |
| PredictRequest |
| PredictResult |
| 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. |
| Class and Description |
|---|
| AddTagsRequest |
| AddTagsResult
Amazon ML returns the following elements.
|
| Algorithm
The function used to train an
MLModel. |
| AmazonMachineLearningException
Base exception for all service exceptions thrown by Amazon Machine Learning
|
| BatchPrediction
Represents the output of a
GetBatchPrediction operation. |
| BatchPredictionFilterVariable
A list of the variables to use in searching or filtering
BatchPrediction. |
| 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. |
| DataSourceFilterVariable
A list of the variables to use in searching or filtering
DataSource. |
| 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. |
| DeleteTagsRequest |
| DeleteTagsResult
Amazon ML returns the following elements.
|
| 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. |
| DescribeTagsRequest |
| DescribeTagsResult
Amazon ML returns the following elements.
|
| DetailsAttributes
Contains the key values of
DetailsMap: PredictiveModelType - Indicates the type of the
MLModel. |
| EntityStatus
Object status with the following possible values:
|
| Evaluation
Represents the output of
GetEvaluation operation. |
| EvaluationFilterVariable
A list of the variables to use in searching or filtering
Evaluation. |
| 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. |
| 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.
|
| MLModel
Represents the output of a
GetMLModel operation. |
| MLModelFilterVariable |
| MLModelType |
| 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. |
| RealtimeEndpointStatus |
| 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. |
| ResourceNotFoundException
A specified resource cannot be located.
|
| S3DataSpec
Describes the data specification of a
DataSource. |
| SortOrder
The sort order specified in a listing condition.
|
| Tag
A custom key-value pair associated with an ML object, such as an ML model.
|
| TaggableResourceType |
| 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. |
| Class and Description |
|---|
| 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. |
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