Dear Tobias,
Thank you for reaching out.
Please be informed that correlation is a lift correlation. For more information please check this link: https://en.wikipedia.org/wiki/Lift_(data_mining)
Many thanks and best regards,
Tringa
Thanks for your Answer. I hope, that I didn't make a mistake. I try to understand the "correlation" with the P2P Practise Data-Set with 1,116,080 cases. It says that the "Umbrella Cooperation" has 50,716 violations and a correlation of 5.137 (see the attached screenshot).
To calculate the lift according to Wikipedia I calulate: lift correlation = (violating cases with "Umbrella Cooperation" / all cases with "Umbrella Cooperation")/(all cases with "Umbrella Cooperation"/all cases)
That means in practise: lift correlation = (50,716/72,448)/(72,448/1,116,080) = 10.784
My understanding is the correlation expresses statistical significance. Have you had an opportunity to review help pages: https://docs.celonis.com/en/conformance-checker.html#UUID-c01ab242-ea87-4cf6-2423-2e0b523e98fb_id_ConformanceChecker-Performrootcauseanalysis
The described: "The percentage of conforming cases according to the defined process model."
The overview section provides statistics on overall process conformance, the numerical impact of non-conformance on KPIs, and deviations from the process model detected by the conformance algorithm.
My understanding is the correlation expresses the statistical relationship. Have you had an opportunity to review help pages: https://docs.celonis.com/en/conformance-checker.html#UUID-c01ab242-ea87-4cf6-2423-2e0b523e98fb_id_ConformanceChecker-Performrootcauseanalysis
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