# Code for Figure 3
Figure 3 shows that Rashomon set characteristics tend to increase with noise.

To compute the Rashomon set characteristics based on TreeFarms, run `sbatch run_tree_noise.sh`. This script calls `tree_noise.py` for binary datasets in `../datasets`. For different levels of noise, the Rashomon sets are computed and results are averaged over 25 iterations. The script stores results in `noise_trees_<datasetname>` pickle files. 

To plot the results run `python3 plot_tree_noise.py`. This script loads outputs scored in `noise_trees_<datasetname>` and plots them.