Network.AWS.MachineLearning

Service Configuration

machineLearning

Errors

InternalServerException

_InternalServerException

InvalidInputException

_InvalidInputException

IdempotentParameterMismatchException

_IdempotentParameterMismatchException

PredictorNotMountedException

_PredictorNotMountedException

ResourceNotFoundException

_ResourceNotFoundException

LimitExceededException

_LimitExceededException

Waiters

MLModelAvailable

mLModelAvailable

BatchPredictionAvailable

batchPredictionAvailable

DataSourceAvailable

dataSourceAvailable

EvaluationAvailable

evaluationAvailable

Operations

UpdateDataSource

DeleteDataSource

CreateDataSourceFromRedshift

CreateDataSourceFromS3

CreateMLModel

DeleteBatchPrediction

UpdateBatchPrediction

GetMLModel

GetDataSource

UpdateEvaluation

DeleteEvaluation

DeleteMLModel

UpdateMLModel

GetBatchPrediction

DescribeBatchPredictions (Paginated)

CreateDataSourceFromRDS

CreateEvaluation

Predict

DeleteRealtimeEndpoint

CreateBatchPrediction

GetEvaluation

DescribeEvaluations (Paginated)

CreateRealtimeEndpoint

DescribeMLModels (Paginated)

DescribeDataSources (Paginated)

Types

Algorithm

data Algorithm

BatchPredictionFilterVariable

data BatchPredictionFilterVariable

DataSourceFilterVariable

data DataSourceFilterVariable

DetailsAttributes

data DetailsAttributes

EntityStatus

data EntityStatus

EvaluationFilterVariable

data EvaluationFilterVariable

MLModelFilterVariable

data MLModelFilterVariable

MLModelType

data MLModelType

RealtimeEndpointStatus

data RealtimeEndpointStatus

SortOrder

data SortOrder

BatchPrediction

data BatchPrediction

batchPrediction

bpStatus

bpLastUpdatedAt

bpCreatedAt

bpInputDataLocationS3

bpMLModelId

bpBatchPredictionDataSourceId

bpBatchPredictionId

bpCreatedByIAMUser

bpName

bpMessage

bpOutputURI

DataSource

data DataSource

dataSource

dsStatus

dsNumberOfFiles

dsLastUpdatedAt

dsCreatedAt

dsDataSourceId

dsRDSMetadata

dsDataSizeInBytes

dsCreatedByIAMUser

dsName

dsDataLocationS3

dsComputeStatistics

dsMessage

dsRedshiftMetadata

dsDataRearrangement

dsRoleARN

Evaluation

data Evaluation

evaluation

eStatus

ePerformanceMetrics

eLastUpdatedAt

eCreatedAt

eInputDataLocationS3

eMLModelId

eCreatedByIAMUser

eName

eEvaluationId

eMessage

eEvaluationDataSourceId

MLModel

data MLModel

mLModel

mlmStatus

mlmLastUpdatedAt

mlmTrainingParameters

mlmScoreThresholdLastUpdatedAt

mlmCreatedAt

mlmInputDataLocationS3

mlmMLModelId

mlmSizeInBytes

mlmScoreThreshold

mlmAlgorithm

mlmCreatedByIAMUser

mlmName

mlmEndpointInfo

mlmTrainingDataSourceId

mlmMessage

mlmMLModelType

PerformanceMetrics

data PerformanceMetrics

performanceMetrics

pmProperties

Prediction

data Prediction

prediction

pPredictedValue

pPredictedLabel

pPredictedScores

pDetails

RDSDataSpec

data RDSDataSpec

rdsDataSpec

rdsdsDataSchemaURI

rdsdsDataSchema

rdsdsDataRearrangement

rdsdsDatabaseInformation

rdsdsSelectSqlQuery

rdsdsDatabaseCredentials

rdsdsS3StagingLocation

rdsdsResourceRole

rdsdsServiceRole

rdsdsSubnetId

rdsdsSecurityGroupIds

RDSDatabase

data RDSDatabase

rdsDatabase

rdsdInstanceIdentifier

rdsdDatabaseName

RDSDatabaseCredentials

data RDSDatabaseCredentials

rdsDatabaseCredentials

rdsdcUsername

rdsdcPassword

RDSMetadata

data RDSMetadata

rdsMetadata

rmSelectSqlQuery

rmDataPipelineId

rmDatabase

rmDatabaseUserName

rmResourceRole

rmServiceRole

RealtimeEndpointInfo

data RealtimeEndpointInfo

realtimeEndpointInfo

reiCreatedAt

reiEndpointURL

reiEndpointStatus

reiPeakRequestsPerSecond

RedshiftDataSpec

data RedshiftDataSpec

redshiftDataSpec

rDataSchemaURI

rDataSchema

rDataRearrangement

rDatabaseInformation

rSelectSqlQuery

rDatabaseCredentials

rS3StagingLocation

RedshiftDatabase

data RedshiftDatabase

redshiftDatabase

rdDatabaseName

rdClusterIdentifier

RedshiftDatabaseCredentials

data RedshiftDatabaseCredentials

redshiftDatabaseCredentials

rdcUsername

rdcPassword

RedshiftMetadata

data RedshiftMetadata

redshiftMetadata

redSelectSqlQuery

redRedshiftDatabase

redDatabaseUserName

S3DataSpec

data S3DataSpec

s3DataSpec

sdsDataSchema

sdsDataSchemaLocationS3

sdsDataRearrangement

sdsDataLocationS3