# Code for Figure 9
Figure 9 shows that the results in the paper (Figures 2 and 3) are independent of the Rashomon parameter based on the Monks 3 dataset.

To compute the Rashomon ratios for different Rashomon parameters and hypothesis spaces of different complexity run `python3 compute_sets.py`. The results will be stored in the `tree_farms_rset_param` pickle file. To plot them run `python3 plot_rratio.py`.

To compute the Rashomon set characteristics for different values of the Rashomon parameter for the Monks 3 dataset, run `sbatch run_exp.sh`. This script calls `compute_characteristics.py`. The script stores results in `monks3_<rashomon_parameter>` pickle files. 

To plot the results run `python3 plot_characteristics.py`. This script loads outputs scored in `monks3_<rashomon_parameter>` and plots them.