Unbiased recursive decision tree for supervised functional data classification with applying on electrocardiogram signals
MA Hael - International Journal of Data Science and Analytics, 2023 - Springer
Tree-structured methods are considered one of the most powerful tools in classification and
regression. Nowadays, Machine Learning for functional data is gaining great attention in …
regression. Nowadays, Machine Learning for functional data is gaining great attention in …
Energy Trees: Regression and Classification With Structured and Mixed-Type Covariates
R Giubilei, T Padellini, P Brutti - arXiv preprint arXiv:2207.04430, 2022 - arxiv.org
The increasing complexity of data requires methods and models that can effectively handle
intricate structures, as simplifying them would result in loss of information. While several …
intricate structures, as simplifying them would result in loss of information. While several …