Machine Learning
| eventName | Description | Sample | Rule |
|---|---|---|---|
| any | Catch-all entry for Machine Learning rules that match the service but not a specific eventName. | N | N |
| Add | Adds one or more tags to an object, up to a limit of 10. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Create | Generates predictions for a group of observations. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Create | Creates a DataSource object from an Amazon Relational Database Service (Amazon RDS). Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Create | Creates a DataSource from a database hosted on an Amazon Redshift cluster. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Create | Creates a DataSource object. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Create | Creates a new Evaluation of an MLModel. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Create | Creates a new MLModel using the DataSource and the recipe as information sources. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Create | Creates a real-time endpoint for the MLModel. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Delete | Assigns the DELETED status to a BatchPrediction, rendering it unusable. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Delete | Assigns the DELETED status to a DataSource, rendering it unusable. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Delete | Assigns the DELETED status to an Evaluation, rendering it unusable. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Delete | Assigns the DELETED status to an MLModel, rendering it unusable. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Delete | Deletes a real time endpoint of an MLModel. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Delete | Deletes the specified tags associated with an ML object. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Describe | Returns a list of BatchPrediction operations that match the search criteria in the request. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Describe | Returns a list of DataSource that match the search criteria in the request. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Describe | Returns a list of DescribeEvaluations that match the search criteria in the request. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Describe | Returns a list of MLModel that match the search criteria in the request. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Describe | Describes one or more of the tags for your Amazon ML object. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Get | Returns a BatchPrediction that includes detailed metadata, status, and data file information for a Batch Prediction request. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Get | Returns a DataSource that includes metadata and data file information, as well as the current status of the DataSource. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Get | Returns an Evaluation that includes metadata as well as the current status of the Evaluation. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Get | Returns an MLModel that includes detailed metadata, data source information, and the current status of the MLModel. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Predict | Generates a prediction for the observation using the specified ML Model. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Update | Updates the BatchPredictionName of a BatchPrediction. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Update | Updates the DataSourceName of a DataSource. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Update | Updates the EvaluationName of an Evaluation. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
| Update | Updates the MLModelName and the ScoreThreshold of an MLModel. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet. | N | N |
any: Machine Learning (catch-all)
#Description
Catch-all entry for Machine Learning rules that match the service but not a specific eventName.
CreateBatchPrediction
#Description
Generates predictions for a group of observations. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
CreateDataSourceFromRDS
#Description
Creates a DataSource object from an Amazon Relational Database Service (Amazon RDS). Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
CreateDataSourceFromRedshift
#Description
Creates a DataSource from a database hosted on an Amazon Redshift cluster. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
CreateDataSourceFromS3
#Description
Creates a DataSource object. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
CreateEvaluation
#Description
Creates a new Evaluation of an MLModel. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
CreateMLModel
#Description
Creates a new MLModel using the DataSource and the recipe as information sources. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
CreateRealtimeEndpoint
#Description
Creates a real-time endpoint for the MLModel. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
DeleteBatchPrediction
#Description
Assigns the DELETED status to a BatchPrediction, rendering it unusable. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
DeleteDataSource
#Description
Assigns the DELETED status to a DataSource, rendering it unusable. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
DeleteEvaluation
#Description
Assigns the DELETED status to an Evaluation, rendering it unusable. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
DeleteMLModel
#Description
Assigns the DELETED status to an MLModel, rendering it unusable. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
DeleteRealtimeEndpoint
#Description
Deletes a real time endpoint of an MLModel. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
DescribeBatchPredictions
#Description
Returns a list of BatchPrediction operations that match the search criteria in the request. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
DescribeDataSources
#Description
Returns a list of DataSource that match the search criteria in the request. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
DescribeEvaluations
#Description
Returns a list of DescribeEvaluations that match the search criteria in the request. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
DescribeMLModels
#Description
Returns a list of MLModel that match the search criteria in the request. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
GetBatchPrediction
#Description
Returns a BatchPrediction that includes detailed metadata, status, and data file information for a Batch Prediction request. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
GetDataSource
#Description
Returns a DataSource that includes metadata and data file information, as well as the current status of the DataSource. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
GetEvaluation
#Description
Returns an Evaluation that includes metadata as well as the current status of the Evaluation. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
GetMLModel
#Description
Returns an MLModel that includes detailed metadata, data source information, and the current status of the MLModel. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
Predict
#Description
Generates a prediction for the observation using the specified ML Model. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
UpdateBatchPrediction
#Description
Updates the BatchPredictionName of a BatchPrediction. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
UpdateDataSource
#Description
Updates the DataSourceName of a DataSource. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
UpdateEvaluation
#Description
Updates the EvaluationName of an Evaluation. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.
UpdateMLModel
#Description
Updates the MLModelName and the ScoreThreshold of an MLModel. Model-derived from the AWS SDK operation catalog (botocore); the eventSource is inferred from the SDK endpoint prefix and no CloudTrail sample confirms it yet.