6 datasets found

The dataset used to estimate marginal distributions of income, mental health, education level and happiness.

The dataset used in this paper is the Australian Credit dataset.

The Census dataset includes demographic information about American citizens. The prediction task is estimating whether the income of a citizen is above 50,000$ per year.

Adult Census Income dataset is used to evaluate the fairness of deep learning models. It contains information about individuals in the United States, including age, sex,...

The UCI Adult income dataset is used for causal estimation and fair classification tasks. The dataset contains information about age, gender, occupation, marital status,...

A commonly observed pattern in machine learning models is an underprediction of the target feature, with the model’s predicted target rate for members of a given category...