topic Splunk Machine Learning Toolkit: Calibrating Density Function Algorithm in Splunk ITSI https://community.splunk.com/t5/Splunk-ITSI/Splunk-Machine-Learning-Toolkit-Calibrating-Density-Function/m-p/462500#M2387 <P>In the anomaly detection process, density function algorithm outputs isOutlier field with values 0 (Normal) and 1 (Abnormal) for each data point depending on the KPI behavior and historical data:</P> <OL> <LI>Is there anyway to calibrate the density function algorithm where the data point can show Normal, Warning and Critical zones based on the severity of the anomaly?</LI> <LI>How to output the probability densities of the data points and graph them like kernel distributions?</LI> </OL> Tue, 27 Aug 2019 14:48:25 GMT sc2019 2019-08-27T14:48:25Z Splunk Machine Learning Toolkit: Calibrating Density Function Algorithm https://community.splunk.com/t5/Splunk-ITSI/Splunk-Machine-Learning-Toolkit-Calibrating-Density-Function/m-p/462500#M2387 <P>In the anomaly detection process, density function algorithm outputs isOutlier field with values 0 (Normal) and 1 (Abnormal) for each data point depending on the KPI behavior and historical data:</P> <OL> <LI>Is there anyway to calibrate the density function algorithm where the data point can show Normal, Warning and Critical zones based on the severity of the anomaly?</LI> <LI>How to output the probability densities of the data points and graph them like kernel distributions?</LI> </OL> Tue, 27 Aug 2019 14:48:25 GMT https://community.splunk.com/t5/Splunk-ITSI/Splunk-Machine-Learning-Toolkit-Calibrating-Density-Function/m-p/462500#M2387 sc2019 2019-08-27T14:48:25Z