Classes Reference


                    
                    
                    AWSMachineLearningAddTagsInput

Declaration

Objective-C

@interface AWSMachineLearningAddTagsInput

Swift

class AWSMachineLearningAddTagsInput


                    
                    
                    AWSMachineLearningAddTagsOutput

Amazon ML returns the following elements.

Declaration

Objective-C

@interface AWSMachineLearningAddTagsOutput

Swift

class AWSMachineLearningAddTagsOutput


                    
                    
                    AWSMachineLearningBatchPrediction

Represents the output of a GetBatchPrediction operation.

The content consists of the detailed metadata, the status, and the data file information of a Batch Prediction.

Declaration

Objective-C

@interface AWSMachineLearningBatchPrediction

Swift

class AWSMachineLearningBatchPrediction


                    
                    
                    AWSMachineLearningCreateBatchPredictionInput

Declaration

Objective-C

@interface AWSMachineLearningCreateBatchPredictionInput

Swift

class AWSMachineLearningCreateBatchPredictionInput


                    
                    
                    AWSMachineLearningCreateBatchPredictionOutput

Represents the output of a CreateBatchPrediction operation, and is an acknowledgement that Amazon ML received the request.

The CreateBatchPrediction operation is asynchronous. You can poll for status updates by using the >GetBatchPrediction operation and checking the Status parameter of the result.

Declaration

Objective-C

@interface AWSMachineLearningCreateBatchPredictionOutput

Swift

class AWSMachineLearningCreateBatchPredictionOutput


                    
                    
                    AWSMachineLearningCreateDataSourceFromRDSInput

Declaration

Objective-C

@interface AWSMachineLearningCreateDataSourceFromRDSInput

Swift

class AWSMachineLearningCreateDataSourceFromRDSInput


                    
                    
                    AWSMachineLearningCreateDataSourceFromRDSOutput

Represents the output of a CreateDataSourceFromRDS operation, and is an acknowledgement that Amazon ML received the request.

The CreateDataSourceFromRDS> operation is asynchronous. You can poll for updates by using the GetBatchPrediction operation and checking the Status parameter. You can inspect the Message when Status shows up as FAILED. You can also check the progress of the copy operation by going to the DataPipeline console and looking up the pipeline using the pipelineId from the describe call.

Declaration

Objective-C

@interface AWSMachineLearningCreateDataSourceFromRDSOutput

Swift

class AWSMachineLearningCreateDataSourceFromRDSOutput


                    
                    
                    AWSMachineLearningCreateDataSourceFromRedshiftInput

Declaration

Objective-C

@interface AWSMachineLearningCreateDataSourceFromRedshiftInput

Swift

class AWSMachineLearningCreateDataSourceFromRedshiftInput


                    
                    
                    AWSMachineLearningCreateDataSourceFromRedshiftOutput

Represents the output of a CreateDataSourceFromRedshift operation, and is an acknowledgement that Amazon ML received the request.

The CreateDataSourceFromRedshift operation is asynchronous. You can poll for updates by using the GetBatchPrediction operation and checking the Status parameter.

Declaration

Objective-C

@interface AWSMachineLearningCreateDataSourceFromRedshiftOutput

Swift

class AWSMachineLearningCreateDataSourceFromRedshiftOutput


                    
                    
                    AWSMachineLearningCreateDataSourceFromS3Input

Declaration

Objective-C

@interface AWSMachineLearningCreateDataSourceFromS3Input

Swift

class AWSMachineLearningCreateDataSourceFromS3Input


                    
                    
                    AWSMachineLearningCreateDataSourceFromS3Output

Represents the output of a CreateDataSourceFromS3 operation, and is an acknowledgement that Amazon ML received the request.

The CreateDataSourceFromS3 operation is asynchronous. You can poll for updates by using the GetBatchPrediction operation and checking the Status parameter.

Declaration

Objective-C

@interface AWSMachineLearningCreateDataSourceFromS3Output

Swift

class AWSMachineLearningCreateDataSourceFromS3Output


                    
                    
                    AWSMachineLearningCreateEvaluationInput

Declaration

Objective-C

@interface AWSMachineLearningCreateEvaluationInput

Swift

class AWSMachineLearningCreateEvaluationInput


                    
                    
                    AWSMachineLearningCreateEvaluationOutput

Represents the output of a CreateEvaluation operation, and is an acknowledgement that Amazon ML received the request.

CreateEvaluation operation is asynchronous. You can poll for status updates by using the GetEvcaluation operation and checking the Status parameter.

Declaration

Objective-C

@interface AWSMachineLearningCreateEvaluationOutput

Swift

class AWSMachineLearningCreateEvaluationOutput


                    
                    
                    AWSMachineLearningCreateMLModelInput

Declaration

Objective-C

@interface AWSMachineLearningCreateMLModelInput

Swift

class AWSMachineLearningCreateMLModelInput


                    
                    
                    AWSMachineLearningCreateMLModelOutput

Represents the output of a CreateMLModel operation, and is an acknowledgement that Amazon ML received the request.

The CreateMLModel operation is asynchronous. You can poll for status updates by using the GetMLModel operation and checking the Status parameter.

Declaration

Objective-C

@interface AWSMachineLearningCreateMLModelOutput

Swift

class AWSMachineLearningCreateMLModelOutput


                    
                    
                    AWSMachineLearningCreateRealtimeEndpointInput

Declaration

Objective-C

@interface AWSMachineLearningCreateRealtimeEndpointInput

Swift

class AWSMachineLearningCreateRealtimeEndpointInput


                    
                    
                    AWSMachineLearningCreateRealtimeEndpointOutput

Represents the output of an CreateRealtimeEndpoint operation.

The result contains the MLModelId and the endpoint information for the MLModel.

The endpoint information includes the URI of the MLModel; that is, the location to send online prediction requests for the specified MLModel.

Declaration

Objective-C

@interface AWSMachineLearningCreateRealtimeEndpointOutput

Swift

class AWSMachineLearningCreateRealtimeEndpointOutput


                    
                    
                    AWSMachineLearningDataSource

Represents the output of the GetDataSource operation.

The content consists of the detailed metadata and data file information and the current status of the DataSource.

Declaration

Objective-C

@interface AWSMachineLearningDataSource

Swift

class AWSMachineLearningDataSource


                    
                    
                    AWSMachineLearningDeleteBatchPredictionInput

Declaration

Objective-C

@interface AWSMachineLearningDeleteBatchPredictionInput

Swift

class AWSMachineLearningDeleteBatchPredictionInput


                    
                    
                    AWSMachineLearningDeleteBatchPredictionOutput

Represents the output of a DeleteBatchPrediction operation.

You can use the GetBatchPrediction operation and check the value of the Status parameter to see whether a BatchPrediction is marked as DELETED.

Declaration

Objective-C

@interface AWSMachineLearningDeleteBatchPredictionOutput

Swift

class AWSMachineLearningDeleteBatchPredictionOutput


                    
                    
                    AWSMachineLearningDeleteDataSourceInput

Declaration

Objective-C

@interface AWSMachineLearningDeleteDataSourceInput

Swift

class AWSMachineLearningDeleteDataSourceInput


                    
                    
                    AWSMachineLearningDeleteDataSourceOutput

Represents the output of a DeleteDataSource operation.

Declaration

Objective-C

@interface AWSMachineLearningDeleteDataSourceOutput

Swift

class AWSMachineLearningDeleteDataSourceOutput


                    
                    
                    AWSMachineLearningDeleteEvaluationInput

Declaration

Objective-C

@interface AWSMachineLearningDeleteEvaluationInput

Swift

class AWSMachineLearningDeleteEvaluationInput


                    
                    
                    AWSMachineLearningDeleteEvaluationOutput

Represents the output of a DeleteEvaluation operation. The output indicates that Amazon Machine Learning (Amazon ML) received the request.

You can use the GetEvaluation operation and check the value of the Status parameter to see whether an Evaluation is marked as DELETED.

Declaration

Objective-C

@interface AWSMachineLearningDeleteEvaluationOutput

Swift

class AWSMachineLearningDeleteEvaluationOutput


                    
                    
                    AWSMachineLearningDeleteMLModelInput

Declaration

Objective-C

@interface AWSMachineLearningDeleteMLModelInput

Swift

class AWSMachineLearningDeleteMLModelInput


                    
                    
                    AWSMachineLearningDeleteMLModelOutput

Represents the output of a DeleteMLModel operation.

You can use the GetMLModel operation and check the value of the Status parameter to see whether an MLModel is marked as DELETED.

Declaration

Objective-C

@interface AWSMachineLearningDeleteMLModelOutput

Swift

class AWSMachineLearningDeleteMLModelOutput


                    
                    
                    AWSMachineLearningDeleteRealtimeEndpointInput

Declaration

Objective-C

@interface AWSMachineLearningDeleteRealtimeEndpointInput

Swift

class AWSMachineLearningDeleteRealtimeEndpointInput


                    
                    
                    AWSMachineLearningDeleteRealtimeEndpointOutput

Represents the output of an DeleteRealtimeEndpoint operation.

The result contains the MLModelId and the endpoint information for the MLModel.

Declaration

Objective-C

@interface AWSMachineLearningDeleteRealtimeEndpointOutput

Swift

class AWSMachineLearningDeleteRealtimeEndpointOutput


                    
                    
                    AWSMachineLearningDeleteTagsInput

Declaration

Objective-C

@interface AWSMachineLearningDeleteTagsInput

Swift

class AWSMachineLearningDeleteTagsInput


                    
                    
                    AWSMachineLearningDeleteTagsOutput

Amazon ML returns the following elements.

Declaration

Objective-C

@interface AWSMachineLearningDeleteTagsOutput

Swift

class AWSMachineLearningDeleteTagsOutput


                    
                    
                    AWSMachineLearningDescribeBatchPredictionsInput

Declaration

Objective-C

@interface AWSMachineLearningDescribeBatchPredictionsInput

Swift

class AWSMachineLearningDescribeBatchPredictionsInput


                    
                    
                    AWSMachineLearningDescribeBatchPredictionsOutput

Represents the output of a DescribeBatchPredictions operation. The content is essentially a list of BatchPredictions.

Declaration

Objective-C

@interface AWSMachineLearningDescribeBatchPredictionsOutput

Swift

class AWSMachineLearningDescribeBatchPredictionsOutput


                    
                    
                    AWSMachineLearningDescribeDataSourcesInput

Declaration

Objective-C

@interface AWSMachineLearningDescribeDataSourcesInput

Swift

class AWSMachineLearningDescribeDataSourcesInput


                    
                    
                    AWSMachineLearningDescribeDataSourcesOutput

Represents the query results from a DescribeDataSources operation. The content is essentially a list of DataSource.

Declaration

Objective-C

@interface AWSMachineLearningDescribeDataSourcesOutput

Swift

class AWSMachineLearningDescribeDataSourcesOutput


                    
                    
                    AWSMachineLearningDescribeEvaluationsInput

Declaration

Objective-C

@interface AWSMachineLearningDescribeEvaluationsInput

Swift

class AWSMachineLearningDescribeEvaluationsInput


                    
                    
                    AWSMachineLearningDescribeEvaluationsOutput

Represents the query results from a DescribeEvaluations operation. The content is essentially a list of Evaluation.

Declaration

Objective-C

@interface AWSMachineLearningDescribeEvaluationsOutput

Swift

class AWSMachineLearningDescribeEvaluationsOutput


                    
                    
                    AWSMachineLearningDescribeMLModelsInput

Declaration

Objective-C

@interface AWSMachineLearningDescribeMLModelsInput

Swift

class AWSMachineLearningDescribeMLModelsInput


                    
                    
                    AWSMachineLearningDescribeMLModelsOutput

Represents the output of a DescribeMLModels operation. The content is essentially a list of MLModel.

Declaration

Objective-C

@interface AWSMachineLearningDescribeMLModelsOutput

Swift

class AWSMachineLearningDescribeMLModelsOutput


                    
                    
                    AWSMachineLearningDescribeTagsInput

Declaration

Objective-C

@interface AWSMachineLearningDescribeTagsInput

Swift

class AWSMachineLearningDescribeTagsInput


                    
                    
                    AWSMachineLearningDescribeTagsOutput

Amazon ML returns the following elements.

Declaration

Objective-C

@interface AWSMachineLearningDescribeTagsOutput

Swift

class AWSMachineLearningDescribeTagsOutput


                    
                    
                    AWSMachineLearningEvaluation

Represents the output of GetEvaluation operation.

The content consists of the detailed metadata and data file information and the current status of the Evaluation.

Declaration

Objective-C

@interface AWSMachineLearningEvaluation

Swift

class AWSMachineLearningEvaluation


                    
                    
                    AWSMachineLearningGetBatchPredictionInput

Declaration

Objective-C

@interface AWSMachineLearningGetBatchPredictionInput

Swift

class AWSMachineLearningGetBatchPredictionInput


                    
                    
                    AWSMachineLearningGetBatchPredictionOutput

Represents the output of a GetBatchPrediction operation and describes a BatchPrediction.

Declaration

Objective-C

@interface AWSMachineLearningGetBatchPredictionOutput

Swift

class AWSMachineLearningGetBatchPredictionOutput


                    
                    
                    AWSMachineLearningGetDataSourceInput

Declaration

Objective-C

@interface AWSMachineLearningGetDataSourceInput

Swift

class AWSMachineLearningGetDataSourceInput


                    
                    
                    AWSMachineLearningGetDataSourceOutput

Represents the output of a GetDataSource operation and describes a DataSource.

Declaration

Objective-C

@interface AWSMachineLearningGetDataSourceOutput

Swift

class AWSMachineLearningGetDataSourceOutput


                    
                    
                    AWSMachineLearningGetEvaluationInput

Declaration

Objective-C

@interface AWSMachineLearningGetEvaluationInput

Swift

class AWSMachineLearningGetEvaluationInput


                    
                    
                    AWSMachineLearningGetEvaluationOutput

Represents the output of a GetEvaluation operation and describes an Evaluation.

Declaration

Objective-C

@interface AWSMachineLearningGetEvaluationOutput

Swift

class AWSMachineLearningGetEvaluationOutput


                    
                    
                    AWSMachineLearningGetMLModelInput

Declaration

Objective-C

@interface AWSMachineLearningGetMLModelInput

Swift

class AWSMachineLearningGetMLModelInput


                    
                    
                    AWSMachineLearningGetMLModelOutput

Represents the output of a GetMLModel operation, and provides detailed information about a MLModel.

Declaration

Objective-C

@interface AWSMachineLearningGetMLModelOutput

Swift

class AWSMachineLearningGetMLModelOutput


                    
                    
                    AWSMachineLearningMLModel

Represents the output of a GetMLModel operation.

The content consists of the detailed metadata and the current status of the MLModel.

Declaration

Objective-C

@interface AWSMachineLearningMLModel

Swift

class AWSMachineLearningMLModel


                    
                    
                    AWSMachineLearningPerformanceMetrics

Measurements of how well the MLModel performed on known observations. One of the following metrics is returned, based on the type of the MLModel:

BinaryAUC: The binary MLModel uses the Area Under the Curve (AUC) technique to measure performance.
RegressionRMSE: The regression MLModel uses the Root Mean Square Error (RMSE) technique to measure performance. RMSE measures the difference between predicted and actual values for a single variable.
MulticlassAvgFScore: The multiclass MLModel uses the F1 score technique to measure performance.

For more information about performance metrics, please see the Amazon Machine Learning Developer Guide.

Declaration

Objective-C

@interface AWSMachineLearningPerformanceMetrics

Swift

class AWSMachineLearningPerformanceMetrics


                    
                    
                    AWSMachineLearningPredictInput

Declaration

Objective-C

@interface AWSMachineLearningPredictInput

Swift

class AWSMachineLearningPredictInput


                    
                    
                    AWSMachineLearningPredictOutput

Declaration

Objective-C

@interface AWSMachineLearningPredictOutput

Swift

class AWSMachineLearningPredictOutput


                    
                    
                    AWSMachineLearningPrediction

The output from a Predict operation:

Details - Contains the following attributes: DetailsAttributes.PREDICTIVE_MODEL_TYPE - REGRESSION | BINARY | MULTICLASSDetailsAttributes.ALGORITHM - SGD
PredictedLabel - Present for either a BINARY or MULTICLASSMLModel request.
PredictedScores - Contains the raw classification score corresponding to each label.
PredictedValue - Present for a REGRESSIONMLModel request.

Declaration

Objective-C

@interface AWSMachineLearningPrediction

Swift

class AWSMachineLearningPrediction


                    
                    
                    AWSMachineLearningRDSDataSpec

The data specification of an Amazon Relational Database Service (Amazon RDS) DataSource.

Required parameters: [DatabaseInformation, SelectSqlQuery, DatabaseCredentials, S3StagingLocation, ResourceRole, ServiceRole, SubnetId, SecurityGroupIds]

Declaration

Objective-C

@interface AWSMachineLearningRDSDataSpec

Swift

class AWSMachineLearningRDSDataSpec


                    
                    
                    AWSMachineLearningRDSDatabase

The database details of an Amazon RDS database.

Required parameters: [InstanceIdentifier, DatabaseName]

Declaration

Objective-C

@interface AWSMachineLearningRDSDatabase

Swift

class AWSMachineLearningRDSDatabase


                    
                    
                    AWSMachineLearningRDSDatabaseCredentials

The database credentials to connect to a database on an RDS DB instance.

Required parameters: [Username, Password]

Declaration

Objective-C

@interface AWSMachineLearningRDSDatabaseCredentials

Swift

class AWSMachineLearningRDSDatabaseCredentials


                    
                    
                    AWSMachineLearningRDSMetadata

The datasource details that are specific to Amazon RDS.

Declaration

Objective-C

@interface AWSMachineLearningRDSMetadata

Swift

class AWSMachineLearningRDSMetadata


                    
                    
                    AWSMachineLearningRealtimeEndpointInfo

Describes the real-time endpoint information for an MLModel.

Declaration

Objective-C

@interface AWSMachineLearningRealtimeEndpointInfo

Swift

class AWSMachineLearningRealtimeEndpointInfo


                    
                    
                    AWSMachineLearningRedshiftDataSpec

Describes the data specification of an Amazon Redshift DataSource.

Required parameters: [DatabaseInformation, SelectSqlQuery, DatabaseCredentials, S3StagingLocation]

Declaration

Objective-C

@interface AWSMachineLearningRedshiftDataSpec

Swift

class AWSMachineLearningRedshiftDataSpec


                    
                    
                    AWSMachineLearningRedshiftDatabase

Describes the database details required to connect to an Amazon Redshift database.

Required parameters: [DatabaseName, ClusterIdentifier]

Declaration

Objective-C

@interface AWSMachineLearningRedshiftDatabase

Swift

class AWSMachineLearningRedshiftDatabase


                    
                    
                    AWSMachineLearningRedshiftDatabaseCredentials

Describes the database credentials for connecting to a database on an Amazon Redshift cluster.

Required parameters: [Username, Password]

Declaration

Objective-C

@interface AWSMachineLearningRedshiftDatabaseCredentials

Swift

class AWSMachineLearningRedshiftDatabaseCredentials


                    
                    
                    AWSMachineLearningRedshiftMetadata

Describes the DataSource details specific to Amazon Redshift.

Declaration

Objective-C

@interface AWSMachineLearningRedshiftMetadata

Swift

class AWSMachineLearningRedshiftMetadata


                    
                    
                    AWSMachineLearningS3DataSpec

Describes the data specification of a DataSource.

Required parameters: [DataLocationS3]

Declaration

Objective-C

@interface AWSMachineLearningS3DataSpec

Swift

class AWSMachineLearningS3DataSpec


                    
                    
                    AWSMachineLearningTag

A custom key-value pair associated with an ML object, such as an ML model.

Declaration

Objective-C

@interface AWSMachineLearningTag

Swift

class AWSMachineLearningTag


                    
                    
                    AWSMachineLearningUpdateBatchPredictionInput

Declaration

Objective-C

@interface AWSMachineLearningUpdateBatchPredictionInput

Swift

class AWSMachineLearningUpdateBatchPredictionInput


                    
                    
                    AWSMachineLearningUpdateBatchPredictionOutput

Represents the output of an UpdateBatchPrediction operation.

You can see the updated content by using the GetBatchPrediction operation.

Declaration

Objective-C

@interface AWSMachineLearningUpdateBatchPredictionOutput

Swift

class AWSMachineLearningUpdateBatchPredictionOutput


                    
                    
                    AWSMachineLearningUpdateDataSourceInput

Declaration

Objective-C

@interface AWSMachineLearningUpdateDataSourceInput

Swift

class AWSMachineLearningUpdateDataSourceInput


                    
                    
                    AWSMachineLearningUpdateDataSourceOutput

Represents the output of an UpdateDataSource operation.

You can see the updated content by using the GetBatchPrediction operation.

Declaration

Objective-C

@interface AWSMachineLearningUpdateDataSourceOutput

Swift

class AWSMachineLearningUpdateDataSourceOutput


                    
                    
                    AWSMachineLearningUpdateEvaluationInput

Declaration

Objective-C

@interface AWSMachineLearningUpdateEvaluationInput

Swift

class AWSMachineLearningUpdateEvaluationInput


                    
                    
                    AWSMachineLearningUpdateEvaluationOutput

Represents the output of an UpdateEvaluation operation.

You can see the updated content by using the GetEvaluation operation.

Declaration

Objective-C

@interface AWSMachineLearningUpdateEvaluationOutput

Swift

class AWSMachineLearningUpdateEvaluationOutput


                    
                    
                    AWSMachineLearningUpdateMLModelInput

Declaration

Objective-C

@interface AWSMachineLearningUpdateMLModelInput

Swift

class AWSMachineLearningUpdateMLModelInput


                    
                    
                    AWSMachineLearningUpdateMLModelOutput

Represents the output of an UpdateMLModel operation.

You can see the updated content by using the GetMLModel operation.

Declaration

Objective-C

@interface AWSMachineLearningUpdateMLModelOutput

Swift

class AWSMachineLearningUpdateMLModelOutput


                    
                    
                    AWSMachineLearningResources

Undocumented

Declaration

Objective-C

@interface AWSMachineLearningResources : NSObject

+ (instancetype)sharedInstance;

- (NSDictionary *)JSONObject;

@end

Swift

class AWSMachineLearningResources : NSObject


                    
                    
                    AWSMachineLearning

Definition of the public APIs exposed by Amazon Machine Learning

Declaration

Objective-C

@interface AWSMachineLearning

Swift

class AWSMachineLearning