How Validation Methodology Influences Human Activity Recognition Mobile Systems - Bragança, Hendrio; Colonna, Juan G.; Oliveira, Horácio A. B. F.; Souto, Eduardo (Sensors (Basel, Switzerland), 2022)
Keywords: Algorithms; Bias; Datasets; explainable methods; Human Activities; human activity recognition; Humans; leave-one-subject-out cross-validation; Machine Learning; Sensors; Shapley additive explanations; Smartphones; validation methodology; leave-one-subject-out cross-validation; Shapley additive explanations; machine learning; explainable methods; human activity recognition; validation methodology