public_code_thesis_beau_rule_learning_ontology_guidance/README.md

README

Reference code for the ontology-guided RIPPER experiments. It runs entirely from the bundled Excel dataset (excels/non_dummy_columns_df_less_classes.xlsx) — no database connection is needed.

How to run

Activate a python env and install deps

python -m venv .venv source ./.venv/Scripts/activate pip install -r requirements.txt

Run all experiments

python run_all_experiments.py

(The Weka JRip baseline additionally needs a Java runtime; it is skipped automatically if java/weka.jar are unavailable.)

Further info

• ./results holds all saved data behind the figures, including the learned rules.
• the results that were used are in the subfolder /pooled (pooled over the 5 folds).