Sequence-based Sleep Stage Classification using Conditional Neural Fields

no code implementations • 6 Oct 2016 • Intan Nurma Yulita, Mohamad Ivan Fanany, Aniati Murni Arymurthy

Treating the sleep signals as sequences, this paper compared two powerful unsupervised feature extractors and three sequence-based classifiers regarding accuracy and computational (training and testing) time after 10-folds cross-validation.

Classification Clustering +1