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Precision Checker

Dummy version 1.0.0.v202003051301 by PADS RWTH Aachen

Conceptually, the precision of a process model compared to one event log is supposed to be (1) high when the model allows for few traces not seen in the log; and (2) low when it allows for many traces not seen in the log. This node implements the Escaping Edges Precision (ETC) Conformance plugin from ProM. It accepts the inputs of a Petri net and an event log, calculates the values for percision metrics and the Minimal Disconformant Traces [MDT] (traces that helps to identify the exact point where the model begins to allow more behaviour than the log).
More information seen in the : paper and codes documentation.

Options

Ordered presentation
It is true in default.
Algorithm
The algorithm to calculate the precision. It includes the following algorithms.
  • 1-Align Precision.
  • All-Align Precision.
  • Representative-Align Precision.
  • ETC Precision (no invisible/duplicates allowed). Escaping Edges Precision (ETC) calculates precision between an event log and a Petri net by constructing a prefix automaton and computing the escaping edges. Escaping edges are activities that are allowed as next activities in the process model but that are never observed in the event log after this prefix. In order to improve the precision measure robust to non-fitting traces, alignments are used to calculate the prefix automation.

Input Ports

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Replayed result in alignment as input.

Output Ports

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Precision Information

Best Friends (Incoming)

Workflows

Installation

To use this node in KNIME, install Process Mining Extension from the following update site:

KNIME 4.3

A zipped version of the software site can be downloaded here.

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Developers

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