Dataset Diversity Metrics and Impact on Classification Models

Théo Sourget, Niclas Claßen, Jack Junchi Xu +2

The diversity of training datasets is usually perceived as an important aspect to obtain a robust model. However, the definition of diversity is often not defined or differs across…