Technical articles · Date not stated
Assuring training and verification data through data management
2.3.1 Sufficiency of training data
Overview
Connects collection, preprocessing, augmentation and analysis of data to ML requirements. It distinguishes development data from a separate verification dataset and describes activities and artefacts for evaluating whether the data adequately support the intended model and assurance claims.