This Repository houses the QUAD metrics adapted for process modelling toolkit ProFIT.
The Metrics are:
- Replay Fitness
- Precision
- Generalization
- Simplicity
By evaluating a Process model with these metrics, we can obtain a balanced perspective on the Complexity & Understandability of the model.
You can refer to the publications: An Experimental Outlook on Quality Metrics for Process Modelling: A Systematic Review and Meta Analysis (https://www.mdpi.com/1999-4893/16/6/295)
These Metrics are ready to use & are configured to run in Regime 1 & Regime 2 (Provided in the documentation).
On simulating these Metrics, a combined numeric graph can be generated as follows:
A link to ProFIT: https://github.com/itmo-escience/ProFIT
Currently, these metrics are in the .IPYNB format, they are being ported into Library-style files & will be uploaded in this repository (~August 2023)
For any queries, feel free to send an email: ashish.ts.ireddy@yandex.ru