Dataset

mHealth

Labels/Metrics

Pre

Recall

F1-Score

standing still

97.92

97.92

97.92

sitting

97.94

98.96

98.45

lying

98.92

95.83

97.35

walking

95.70

92.71

94.18

climbing stairs

93.14

98.96

95.96

waist bends forward

95.24

96.39

95.81

frontal elevation of arms

96.59

97.70

97.14

knees bending

96.74

96.74

96.74

cycling

97.94

98.96

98.45

jogging

94.57

90.62

92.55

running

89.11

93.75

91.37

jumping front back

89.47

79.09

83.95

Average

95.54

95.53

95.50

Overall Accuracy

95.53