Discovering Dataset Nature through Algorithmic Clustering based on String Compression

Ana Granados, Kostadin Koroutchev, Francisco de Borja Rodríguez

Text datasets can be represented using models that do not preserve text structure, or using models that preserve text structure. Our hypothesis is that depending on the dataset nat…