Splunk Machine Learning Toolkit: Where to see all algorithms that support partial fit?

[rosho]

Hi
Where can I see what algorithms use partial fit?
For example: Does Local Outlier Factor work with partial fit?

Has anyone already used partial fit in a project?

Thank you

[grana_splunk · Accepted solution]

Check the list of algorithms under each category: https://docs.splunk.com/Documentation/MLApp/4.3.0/User/Algorithms
and you will find which algorithm supports partial fit.

[rosho]

If I use the "outlier" command and then a classifer that suports partial fit, will everything work with incremental/online learning?

[grana_splunk]

Did you checked MLTK detect outlier assistant? It will help you building SPL for removing outliers

[rosho]

I want my "procedure" to to do "online learning" NOT "batch learning.

So I just want to know if all the algorithms that I use need to be able to do partial-fit or just the last algorithm?

ex:
Standard_scaler (partial_fit)
DBSCAN (NOT partial_fit)
MLP (partial_fit)
Will it do "online learning?

[grana_splunk]

In my opinion, it should work for you.