Position: Measure Dataset Diversity, Don't Just Claim It.

Dora Zhao Jerone T. A. Andrews Orestis Papakyriakopoulos Alice Xiang

Published in: CoRR (2024)

Keyphrases

diversity measures
correlation coefficient
distance measure
similarity measure
benchmark datasets
information theory
synthetic datasets
data sets
machine learning
search algorithm
real life
evolutionary algorithm
information theoretic
human actions
quality measures
error measure