All Apps and Add-ons

Predict Categorical Fields Email SPAM giving error of "No valid fields to fit or apply model to."

joomla
Engager

Hi Splunk Community,

Sorry if my question is basic but I am new to ML usage in Splunk. I saw an inbuilt example of Splunk ML model which is to predict the presence of malware. So my idea was to use the the same model which contains email data with status of "malicious" or "not". 

I used around 2000 malicious emails and 2500 thousand non malicious emails.

When I am using that CSV file in Predict Categorical Fields using any ML model like logistic-categorical or random-forest I am getting error of "No valid fields to fit or apply mode to.

Here I am trying to predict the status field.

SPL Query:

| inputlookup email_data.csv | head 5000| fit LogisticRegression fit_intercept=true "status" from "fromAddress" "messageid" "senderIP" "senderdomain" "subject" into "example_malware"

Any help of if anyone implemented this and can suggest me with example would be really helpful.

Labels (4)
0 Karma
Get Updates on the Splunk Community!

Enterprise Security Content Update (ESCU) | New Releases

In December, the Splunk Threat Research Team had 1 release of new security content via the Enterprise Security ...

Why am I not seeing the finding in Splunk Enterprise Security Analyst Queue?

(This is the first of a series of 2 blogs). Splunk Enterprise Security is a fantastic tool that offers robust ...

Index This | What are the 12 Days of Splunk-mas?

December 2024 Edition Hayyy Splunk Education Enthusiasts and the Eternally Curious!  We’re back with another ...