Learning from the Data to Predict the Process: Generalization Capabilities of Process Prediction Algorithms

Code and data for paper under review in BISE.

Relevant files:

• validity_issues.py: Code to reconstruct the validity issues (section 3)
• log_generation.py: Code to generate the logs CF1-5 and ATT1-4 used in the experiment (section 7)
• data/experiment_logs: Contains the .csv logs used in the experiment (section 7)

Put the logs you can download following the DOI given in the paper in a separate folder under data/log_name/log.csv

Code to run the benchmark (table 7) will be added later. This code is currently part of another package and has to be extracted from this package first. Otherwise, our identity would be disclosed.