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Evaluating a Fuzzy model

Shital
Shital
edited August 2015 in Process Mining

Hi,

How do I evaluate the quality dimensions of a model generated using the Fuzzy Miner ? 

Regards,

Shital

Answers

  • JBuijs
    JBuijs

    Dear Shital,

    Fuzzy models are fuzzy. This means that there are no clear semantics of the model (choices or parallelism are not clearly defined for instance). So, although fuzzy models are easy to interpret for humans, computers have difficulties. Therefore, replay fitness and hence precision etc. cannot be calculated.

    There are however fuzzy model specific metrics available, most of which concern the process model only. Please refer to related scientific publications and/or

    www.processmining.org/online/fuzzyminer

    Hope this helps!

    Joos Buijs

    Senior Data Scientist and process mining expert at APG (Dutch pension fund executor).
    Previously Assistant Professor in Process Mining at Eindhoven University of Technology
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