Data-Driven Regular Expressions Evolution for Medical Text Classification Using Genetic Programming

no code implementations • 4 Dec 2020 • J Liu, R Bai, Z Lu, P Ge, D Liu, Uwe Aickelin

This study proposes a novel regular expression-based text classification method making use of genetic programming (GP) approaches to evolve regular expressions that can classify a given medical text inquiry with satisfactory precision and recall while allow human to read the classifier and fine-tune accordingly if necessary.

General Classification text-classification +1