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Bank dataset
The dataset used in the paper "Classification Under Strategic Self-Selection". It contains features and labels for bank customers, and is used to study the effects of... -
Credit Default Dataset
The dataset used in the paper is a graph dataset, where each node represents a person and each edge represents a connection between two people. The dataset is used to evaluate... -
Recidivism Dataset
The dataset used in the paper is a graph dataset, where each node represents a person and each edge represents a connection between two people. The dataset is used to evaluate... -
Private Car Insurance Dataset
The dataset used in the paper is a private car insurance dataset. -
Propublica Recidivism Dataset
The dataset is used to evaluate the fairness of machine learning models. -
Compass Recidivism Dataset
The dataset is used to evaluate the fairness of a recidivism algorithm. -
FairRepair: Fairness-guided SMT-based Rectification of Decision Trees and Ran...
The FairRepair tool repairs an unfair decision tree to be fair relative to a dataset. -
Multiple Causal Models
The dataset used in the paper is a collection of probabilistic causal models, each representing a potentially socially-sensitive scenario. -
DeBayes: a Bayesian Method for Debiasing Network Embeddings
DeBayes: a Bayesian method for debiasing network embeddings -
Adult dataset
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...
