Comparing Performances of Predictive Models of Toxicity after Radiotherapy for Breast Cancer Using Different Machine Learning Approaches.
Maria Giulia Ubeira-GabelliniMartina MoriGabriele PalazzoAlessandro CicchettiPaola MangiliMaddalena PavariniTiziana RancatiAndrei FodorAntonella Del VecchioNadia Gisella Di MuzioClaudio FiorinoPublished in: Cancers (2024)
No model performed the best for all metrics: more complex ML models had better performances; however, models with just three features showed performances comparable to the best models using many (n = 13-19) features.