Additionally, while we discussed the most common conversion and validation techniques, there are some we couldn't include here.

Validation of the utility of the assessment techniques and instruments through live use.

As an aside, some machine learning techniques use a fourth set of data, called a validation set, which is used during training to avoid overfitting.