Documenting and evaluating a machine learning model

It is important to evaluate a machine learning model’s accuracy. A confusion matrix can be used to visualise this. Reporting a model’s accuracy improves accountability so we can be more open about mistakes and issues. A model card provides more information, improving accountability and demonstrates responsible practice.