This is the code used for the experiments in an article discussing the viability of AUC ROC in unbalanced binary classification problems.

The article was published on Medium: https://medium.com/birds-eye-view-on-the-viability-of-auc-roc-in-unbalanced-binary-classification-problems.

The essential functions are contained within utils.py.

Each of the four experiments in the article has its corresponding .ipynb file. The code for models training in the fourth experiment can be found in 04-experiment.