Technical
Datasheet
Record of dataset provenance and composition.
Definition
A dataset provenance report detailing the origins, composition, labeling practices, preprocessing steps, known biases, and usage restrictions of datasets used to train or evaluate AI systems, intended to support reproducibility, risk assessment, and mitigation of harms.
Related Terms
data sheet
Record of dataset provenance and characteristics....
Dataset Provenance
Traceable metadata on the origin and composition of training data....
data provenance/lineage
Record of data origins and processing history....
Accountability documentation
Model cards, datasheets, impact assessments and training/validation records....
Datasets
Curated, annotated collections of data for model training/testing....