Table 6 Detailed performance metrics for eight action classifications.

From: Empowering stroke recovery with upper limb rehabilitation monitoring using TinyML based heterogeneous classifiers

Category

Precision (%)

Recall (%)

F1-Score (%)

Support

Elbow

100.0

95.75

97.83

47

Forehead

86.96

85.11

86.02

47

Hindbrain

100.0

95.45

97.67

44

Lift up

97.62

100.0

98.80

41

Mouth

83.33

85.37

84.34

41

Shoulder

97.67

100.0

98.82

42

Spine

95.65

100.0

97.78

44

Wrist Flip

100.0

100.0

100.0

40

Overall/Average

95.14

95.09

95.06

346