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-# FOIL-Prototype-Tests
-Based on FOIL-Prototype by Arenas et al.
+## FOIL-Prototype-Tests
+Based on [FOIL-Prototype](https://github.com/dabaez/FOIL-Prototype) by Arenas et al.
+If you want to try out the experiments for yourself it is recommended to clone this repository, and follow the instructions [here](https://github.com/dabaez/FOIL-Prototype), as we have fixed some bugs such as not allowing us to execute anything (Credit: Bernardo Subercaseaux). Furthermore we provide a second dataset for testing.
+### Changes Made
+- Added new Dataset "[Breast Cancer](https://archive.ics.uci.edu/dataset/14/breast+cancer)" Dataset for testing with a corresponding [breast_cancer_queries.py](breast_cancer_queries.py) (by Bünyamin Dincer) which works with the FOIL-Prototype Implementation.
+- Replaced old antlr version with the latest antlr v3.13.1.
+- Make sure to run everything in Python 3.
+---
+Tested on Mac.
+---
+I do NOT own this implementation. All I did is fix some bugs and add another datset for testing. All the credit goes to: [FOIL-Prototype](https://github.com/dabaez/FOIL-Prototype).