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

Table 2

Results of classification of the methods on the shuffled dataset.

Classifier	Accuracy (%)	Recall rate (%)	F1 measure	Time (s)
EEG	94.2	92.8	93.7	0.01
Skeleton	93.8	93.4	93.8	0.01
Skeleton-EEG	94.7	94.6	94.2	0.01
Integrated	96.5	96.4	96.2	0.01