The dataset is used for the Tabular Playground Series competition on September 2021 is synthetic, but based on a real dataset and generated using a CTGAN. The original dataset deals with predicting whether a claim will be made on an insurance policy. Although the features are anonymized, they have properties relating to real-world features.

For the competition (https://www.kaggle.com/competitions/tabular-playground-series-sep-2021), you had to predict whether a customer made a claim upon an insurance policy. The ground truth claim is binary valued, but a prediction may be any number from 0.0 to 1.0, representing the probability of a claim. The features in this dataset have been anonymized and may contain missing values.