Null/No Information Rate (NIR): a statistical test to assess if a classification accuracy is significant for a given problem

Manuele Bicego, Antonella Mensi

In many research contexts, especially in the biomedical field, after studying and developing a classification system a natural question arises: "Is this accuracy enough high?", or…