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An automatic EEG-based sleep staging system with introducing NAoSP and NAoGP as new metrics for sleep staging systems
(Springer, 2021)
Different biological signals are recorded in sleep labs during sleep for the diagnosis and treatment of human sleep problems. Classification of sleep stages with electroencephalography (EEG) is preferred to other biological ...
Roza: a new and comprehensive metric for evaluating classification systems
(Taylor & Francis Ltd, 2021)
Many metrics such as accuracy rate (ACC), area under curve (AUC), Jaccard index (JI), and Cohen's kappa coefficient are available to measure the success of the system in pattern recognition and machine/deep learning systems. ...