To run the uci dataset experiments, one can run the following command for each data set:
-Breast Cancer (BC $m_1 = 5$): python experiment_breast_cancer.py
-Breast Cancer (BC $m_1 = 25$): python experiment_breast_cancer_2.py
-Ionosphere (IO $m_1 = 4$): python experiment_ionosphere.py
-Ionosphere (IO $m_1 = 25$): python experiment_ionosphere_2.py
-Heart Disease (HD): python experiment_heart.py
-Handwritten Digits 1vs8 (1vs8): python experiment_digits.py


To run the experiment on our synthetically generated data, run the following script:
python shift_experiment.py