Machine Learning (ML)
Overview
Amazon Machine Learning is a service that makes it easy for developers of all skill levels to use machine learning technology.
Setup
Installation
If you haven't already, first set up the AWS CloudWatch integration. No additional steps are needed for installation.
Configuration
On the AWS CloudWatch integration page, ensure that the ML service is selected for metric collection.
Metrics
| Metric | Description |
|---|---|
|
PredictCount (count) |
The number of observations received by Amazon ML, measured over the specified time period. |
|
PredictFailureCount (count) |
The number of invalid or malformed observations received by Amazon ML, measured over the specified time period. |
Available Tags
| Name | Description |
|---|---|
| awsaccount | AWS account associated with the metrics |
| mlmodeid | ID of the Amazon ML model |
| region | Name of the region |
| requestmode |
Indicator if observations were received as part of a batch prediction request or as real-time predict requests |
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