Comparative Study of Random Forest, Gradient Boosted Trees, Feedforward Neural Networks and Convolutional Neural Networks Using Fingerprints and Molecular Descriptors for Adverse Drug Reaction Prediction

Ana-Maria Cucos, László Barna Iantovics. Comparative Study of Random Forest, Gradient Boosted Trees, Feedforward Neural Networks and Convolutional Neural Networks Using Fingerprints and Molecular Descriptors for Adverse Drug Reaction Prediction. In Carlos Toro 0001, Sebastián A. Ríos, Robert J. Howlett, Lakhmi C. Jain, editors, Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, Seville, Spain, 11-13 September 2023. Volume 246 of Procedia Computer Science, pages 1895-1904, Elsevier, 2024. [doi]