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Minimal Description Length

In the desire to derive a “good” model for the behavior observed in the execution log, shared notions of, e.g., fitness, precision and structure can be identified in the process mining literature. As a consequence, several metrics have been developed to measure the quality of a (mined) model according to these notions.

The Minimal Description Length analysis plug-in is an attempt to alleviate this problem based on the MDL principle known from the machine learning domain.

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