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Experimental Evaluation: Data and Scripts

General Information

This folder contains the data we obtained by conducting the experimental procedure described in the paper (Section 6). It is structured as follows:

  • evaluation_BNG contains the data and the scripts of the experiment on BeamNG;
  • evaluation_DLF contains the data and the scripts of the experiment on DLFuzz;
  • evaluation_MNIST contains the data and the scripts of the experiment on MNIST.
  • results is a spreadsheet containing the results of the experiments, this is the data source for Tables 2, 3, 4 in the manuscript.

Note: each sub-package contains further specific instructions.

Dependencies

We ran the scripts in this folder with Python v3. To easily install the dependencies with pip, we suggest to create a dedicated virtual environment and run the command:

pip install -r requirements.txt

Otherwise, you can manually install each required library listed in the requirements.txt file using pip.