7 datasets found

Large chest radiograph dataset with uncertainty labels and expert comparison.

Dataset used to study clinician and dataset shift in artificial intelligence.

Chest X-ray datasets used to train machine learning models, potentially suffering from population, prevalence, and annotation shift biases.

The dataset used in the paper is a biased dataset, specifically Adult-Confounded, CMNIST, Waterbirds, and SNLI.

The proposed framework was tested on four datasets, three of which are commonly used benchmarks. Two datasets (German credit and Adult income) come from the UCI ML repository...

Each node is a client in a German bank, while each edge between any two clients represents that they bear similar credit accounts. Here the gender of bank clients is considered...

The COMPAS dataset is a collection of 10,000 records, each containing information about an individual's criminal history and demographic characteristics. The dataset is used for...