TY - GEN AU - Silva Ramírez, Esther Lydia AU - Cabrera Sánchez, Juan Francisco AU - López Coello, Manuel A4 - Ingeniería Informática PY - 2025 SN - ISSN: 0952-1976 UR - http://hdl.handle.net/10498/35835 AB - Machine learning-based algorithms have gained wide acceptance over the years due to their high generalization capabilities for a wide range of classification applications. Although these algorithms demonstrate potential and promising performance,... LA - eng PB - Elsevier KW - Artificial intelligence KW - Machine Learning KW - Big data KW - Bagging ensemble KW - Bootstrap KW - Reduced sample TI - REDIBAGG: Reducing the training set size in ensemble machine learning-based prediction models DO - 10.1016/j.engappai.2025.110382 ER -