All Apps and Add-ons

When to establish boundaries for MLTK based alerts?

SMM10
Explorer

I was working in the MLTK, very new to it and exploring. I was working to establish a few searches where I will fit a algorithm and then apply it to identify if any values out of a set boundary and then alert on that. I have two question from this.

 

Is this a valid use case or not so much?

I have a predicted value after my fit but, its too close to my actual values so I was thinking of doing something like(+ or - depending on need):

eval bound = (predictedavg - (stdev * 3))

 Would it be more beneficial to calculate this in the fit search or when applying the model?

Labels (2)
Tags (2)
0 Karma
Get Updates on the Splunk Community!

Splunk + ThousandEyes: Correlate frontend, app, and network data to troubleshoot ...

 Are you tired of troubleshooting delays caused by siloed frontend, application, and network data? We've got a ...

Splunk Observability for AI

Don’t miss out on an exciting Tech Talk on Splunk Observability for AI!Discover how Splunk’s agentic AI ...

🔐 Trust at Every Hop: How mTLS in Splunk Enterprise 10.0 Makes Security Simpler

From Idea to Implementation: Why Splunk Built mTLS into Splunk Enterprise 10.0  mTLS wasn’t just a checkbox ...