> 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-3.10/data-and-intelligence-module-autopilot/continuous-verification/supervised-learning.md).

# Supervised Learning

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This is an older version of the document. To view the most recent version of the document, click [here](https://docs.opsmx.com/products/data-and-intelligence-module-autopilot/autopilot/supervised-learning).
{% endhint %}

The canary score calculation is based on the ‘String pattern’ and its ‘Topic’ provided in the template.

The system can be trained to learn from supervised learning.

### How to train <a href="#how-to-train" id="how-to-train"></a>

To train the system, from the ‘Reclassify’ option of the ‘Log Score’, instruct the system to

* Ignore an Error or Warning
* Mark an Error as Warning or vise versa
* Even move the log from ignored list in to error or warning

Now the system is ready for ‘Rerun’ equipped with the new learning.

![](/files/-MS1WKJTk0jeX27mZX_g)

The system will intelligently classify similar logs as that of the user provided feedback for efficient scoring.