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Splunk ML Toolkit Algorithms

Additional MLTK Algorithms

First algorithm added is the OPTICS clustering algorithm.

This is an improvement in some ways on the DBSCAN algorithm for specific use cases.

The scikit-learn implementation (https://scikit-learn.org/stable/modules/generated/sklearn.cluster.OPTICS.html) uses the default settings, with min_pts=5 and using euclidean distance for measurement. Additionally, max_eps is a usable feature to decrease computation time.

Need to check if you've registered your algorithm properly? Run this:

| rest /servicesNS/nobody/-/configs/conf-algos | table title | search title="OPTICS"

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