Menu
Amazon CloudWatch
User Guide

Amazon Machine Learning Metrics and Dimensions

Amazon Machine Learning sends metrics to CloudWatch every five minutes. For more information, see Monitoring Amazon ML with Amazon CloudWatch Metrics in the Amazon Machine Learning Developer Guide.

Amazon ML Metrics

The AWS/ML namespace includes the following metrics.

MetricDescription
PredictCount

The number of observations received by Amazon ML, measured over the specified time period.

Units: Count

PredictFailureCount

The number of invalid or malformed observations received by Amazon ML, measured over the specified time period.

Units: Count

Dimensions for Amazon Machine Learning Metrics

Amazon ML data can be filtered along any of the following dimensions in the table below.

Dimension

Description

MLModelId

The identifier of an Amazon ML model. All available statistics are filtered by MLModelId.

RequestMode

An indicator specifying whether observations were received as part of a batch prediction request or as real-time predict requests. All available statistics are filtered by RequestMode.