Documenting and evaluating a machine learning model
Lesson 6 / 6
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Lesson outcome
I can create a model card to document a machine learning model.
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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.
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