The role of ontologies in machine learning: a case study of gene ontology
Introduction.Ontologies as knowledgebases have SURVIVAL TOOLS been heavily applied in computational biological studies by implementing into ML models for purposes such as disease-gene associations identification.Method.We conduct a case study using gene ontology (GO) annotation data and three ML models to replicate the prediction of autism spectrum