article thumbnail

Make “Fairness by Design” Part of Machine Learning

Harvard Business

More recently, a study compared the commonly used crime risk analysis tool COMPAS against recidivism predictions from 400 untrained workers recruited via Amazon Mechanical Turk. To a data scientist, “bias” has a particular technical meaning — it refers to the level of segmentation in a classification model.

Data 35