> For the complete documentation index, see [llms.txt](https://docs.opsmx.com/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.opsmx.com/isd-spinnaker/opsmx-intelligent-software-delivery-isd-platform-spinnaker/release-notes/additional-resources/previous-releases/isd-3.12/data-and-intelligence-module-autopilot/autopilot/log-analysis/cardinality-consideration-of-error-events.md).

# Cardinality consideration of Error Events

### **Cardinality considerations for Error events**

When v2 occurrence in a new release is substantially more than Baseline then the error is considered critical and will cause failure of analysis.

Ratio = (v2 occurrences) / (v1 occurrences)

If the topic of cluster is **ERROR** or **CRITICAL ERROR**&#x20;

IGNORE if ratio <2

ERROR if ratio >=2

CRITICAL ERROR if ratio >=3<br>

If the topic of cluster is **WARN**

IGNORE if ratio <2

WARN if ratio >=2

These kinds of events will be differentiated from that of the regular unexpected event with a special icon as upward arrow.
