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