> 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/supervised-learning.md).

# Supervised Learning

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/7xQJdpHK1IrnNTaBlG59)

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