Research Article

Novel Stacking Classification and Prediction Algorithm Based Ambient Assisted Living for Elderly

Table 2

Dataset feature description.

FeatureDescriptionRange

TimeMonitoring time1954.23 to 35031.2
SLSugar level47.713 to 1005950
EEGEEG monitoring rate-23313 to 16900
BPBlood pressure0 to 533
HRHeart beat rate33 to 782
CirculationBlood circulation5 to 30042
ActivityActivity classification0, 1, 2, 3, 4, 5 (0 standing, 1 walking, 2 sitting, 3 falling, 4 cramps, and 5 running)