An Interactive Care System Based on a Depth Image and EEG for Aged Patients with Dementia

Table 3

Results of classification of the methods on the continuous dataset.

Classifier	Accuracy (%)	Recall rate (%)	F1 measure	Time (s)
DTW [17]	84.2	90.0	89.6	0.035
EEG	90.1	87.6	87.7	0.01
Skeleton	89.3	86.4	86.9	0.01
Skeleton-EEG	90.7	90.4	89.5	0.01
Integrated	90.9	92.6	91.3	0.01