ocpa.algo.conformance.precision_and_fitness package

Subpackages

Submodules

ocpa.algo.conformance.precision_and_fitness.evaluator module

ocpa.algo.conformance.precision_and_fitness.evaluator.apply(ocel, ocpn, contexts=None, bindings=None)

Calculation precision and fitness for an object-centric Petri net with respect to an object-centric event log. The measures are calculated according to replaying the event log and checking enabled and executed behavior. Contexts and bindings can be pre-computed and passed to the method to save computation time upon multiple calling. If not given, contexts and binding wil be calculated.

Parameters

  • ocel (OCEL) – Object-centric event log

  • ocpn (OCPN) – Object-centric Petri net

  • contexts (Dict) – multiset of previously executed traces of activities for each event (can be computed by calling the corresponding function)

  • bindings (Dict) – bindings for each event (can be computed by calling the corresponding function)

Returns

precision, fitness

Return type

float, float

ocpa.algo.conformance.precision_and_fitness.utils module

ocpa.algo.conformance.precision_and_fitness.utils.calculate_contexts_and_bindings(ocel)
ocpa.algo.conformance.precision_and_fitness.utils.calculate_preset(eog)

Module contents