1. Software Engineering
  2. Artificial Intelligence

Data Diversity Index


Measures the diversity in the training dataset, ensuring that the model is exposed to a wide range of scenarios. High diversity can improve the model’s applicability and reduce bias.


Diversity Assessment Methodology


For example, a diversity score may be calculated based on the variety of data sources, types, and demographic representation.