SoftED: Metrics for soft evaluation of time series event detection

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Rebecca Salles, Janio Lima, Michel Reis, Rafaelli Coutinho, Esther Pacitti, Florent Masseglia, Reza Akbarinia, Chao Chen, Jonathan M. Garibaldi, Fábio Porto, Eduardo S. Ogasawara

Published: 2024, Last Modified: 10 Nov 2025Comput. Ind. Eng. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•The SoftED Metrics incorporates temporal tolerance in event detection evaluation.•It is inspired by fuzzy sets.•It maintain consistency with hard metrics (Precision, Recall, F1).•A new general protocol is introduced, inspired by competency questions.