Open AccessElectrocardiogram feature selection and performance improvement of sleep stages classification using grid search
Author(s) -
Lyra Vega Ugi,
Fiky Yosef Suratman,
Unang Sunarya
Publication year - 2022
Publication title -
bulletin of electrical engineering and informatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.251
H-Index - 12
ISSN - 2302-9285
DOI - 10.11591/eei.v11i4.3529
Subject(s) - support vector machine , sleep (system call) , feature selection , computer science , hyperparameter optimization , artificial intelligence , recall , selection (genetic algorithm) , pattern recognition (psychology) , machine learning , precision and recall , sleep stages , cross validation , feature (linguistics) , data mining , electroencephalography , polysomnography , medicine , psychology , psychiatry , linguistics , philosophy , cognitive psychology , operating system