pm4py.algo.evaluation.simplicity.variants package¶

Submodules¶

pm4py.algo.evaluation.simplicity.variants.arc_degree module¶

This file is part of PM4Py (More Info: https://pm4py.fit.fraunhofer.de).

PM4Py is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

PM4Py is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with PM4Py. If not, see <https://www.gnu.org/licenses/>.

class pm4py.algo.evaluation.simplicity.variants.arc_degree.Parameters[source]¶

Bases: enum.Enum

An enumeration.

K = 'k'¶

pm4py.algo.evaluation.simplicity.variants.arc_degree.apply(petri_net: pm4py.objects.petri_net.obj.PetriNet, parameters: Optional[Dict[Union[str, pm4py.algo.evaluation.simplicity.variants.arc_degree.Parameters], Any]] = None) → float[source]¶

Gets simplicity from a Petri net

Vázquez-Barreiros, Borja, Manuel Mucientes, and Manuel Lama. “ProDiGen: Mining complete, precise and minimal structure process models with a genetic algorithm.” Information Sciences 294 (2015): 315-333.

Parameters:	petri_net – Petri net parameters – Possible parameters of the algorithm: K: defines the value to be substracted in the formula: the lower is the value, the lower is the simplicity value. k is the baseline arc degree (that is subtracted from the others)
Returns:	Simplicity measure associated to the Petri net
Return type:	simplicity

Module contents¶

This file is part of PM4Py (More Info: https://pm4py.fit.fraunhofer.de).

PM4Py is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

PM4Py is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with PM4Py. If not, see <https://www.gnu.org/licenses/>.