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1. MLTK Smart Workflows

   2020-10-06 Tags: splunk, mltk, machine learning, production engineering by klotz
2. Solved: Splunk Machine Learning Toolkit: How do I determin... - Splunk Community

   Cool question - and yes, you're right that you can use the summary command to inspect feature_importances for some of the models (e.g. RandomForestClassifier). Other models may not support the same type of summary however.
   
   You should also check out the FieldSelector algorithm which is really useful for this problem. Under the hood, it uses ANOVA & F-Tests to estimate the linear dependency between variables. Although its univariate (not capturing any interactions between variables), it still can provide a good baseline from choosing a handful of features from hundreds.

   2020-09-14 Tags: splunk, mltk, feature engineering, feature importance, model by klotz
3. Machine Learning for Anomaly Detection on VM and Host Performance Metrics

   2020-06-25 Tags: machine learning, anomaly detection, metrics, modified dbscan, algorithms, clustering, splunk, mltk, datadog, production engineering by klotz
4. Splunk MLTK 5.0 Cheat Sheet

   2019-12-03 Tags: cheatsheet, splunk, mltk, deep learning, machine learning, anomaly detection by klotz
5. Splunk MLTK 5.0

   The regression algorithm System Identification is now available.

   2019-12-03 Tags: splunk, machine learning, deep learning, mltk, changelog by klotz
6. Add a custom algorithm to the Machine Learning Toolkit overview - Splunk Documentation

   2019-10-14 Tags: mltk, splunk, correlation by klotz
7. Splunk MLTK and Spark ML

   2019-07-12 Tags: splunk, machine learning, mltk, .conf, spark by klotz
8. Splunk MLTK 4.3.0

   2019-06-20 Tags: splunk, machine learning, mltk by klotz

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