Autonomous Scoring

Autonomous scoring works even if there is no baseline. It can work on a single file, i.e., only on v2 log files. Autonomous scoring works based on the following factors:

  • Autonomous scoring is ideal for scenarios where you only have the v2 log files but it will also work if you have both v1 and v2 logs.

  • Hence, Autonomous scoring will also work if no v1 log file is provided.

  • Score reduction is done only on clusters that are unique to v2 logs.

  • Clusters belonging to v1 logs are ignored for score reduction.

  • Score reduction is normalized by the total number of unexpected clusters in v2 and v1v2.

  • Score Reduction is higher at higher sensitivity levels.

  • Score Reduction is higher for clusters with higher criticality.

  • By default, autonomous scoring will give a score of 0 (fail) whenever there is a critical error.

To set the Autonomous Scoring algorithm follow the steps below:

User can select the Autonomous Scoring algorithm while creating a Log Template for the verification gate. Users can set the Autonomous Scoring algorithm after creating a pipeline to the application.

To create an application, refer here.

To create a pipeline, refer here.

To know more about how to create a Log Template, refer here.

  1. After creating a pipeline, go to Pipeline Builder page and select your pipeline and then click Add Stage.

  2. Next, you get the option to select the type of stage. Select the Verification Gate from the drop down menu.

  3. After selecting Verification gate, the following options appear and click "+" Symbol to create a log template:

  4. The New Log Template form appears as shown below:

  5. Select Autonomous Scoring from the drop-down while creating a new Log Template as shown below:

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