Glossary · Evaluation and safety

Algorithmic Bias

model bias

Algorithmic Bias

Systematic difference in a model's performance or effect across groups, arising from data, design or deployment.

In healthcare the harm compounds: a group under-represented in the data receives less accurate output and then less care.