The GiveMeSomeCredit dataset - https://www.kaggle.com/c/GiveMeSomeCredit - contains different features of borrowers. The task is predicting the financial distress of a borrower within two years. We removed features with missing values and we split the data into four parts: a training, test, validation, and calibration set. These were used to build a benchmark for selective classifiers.