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Table 3 Confusion matrix for the test set of Dataset-A

From: Time-dependent bag of words on manifolds for geodesic-based classification of video activities towards assisted living and healthcare

  

Predicted class

Accuracy (%)

  

Eating

Drinking

Using

Reading

Falling

Lying

Walking

Sitting

 
    

laptop

 

down

down

 

down

 

True class

Eating

49

2

0

0

0

0

0

3

90.74

 

Drinking

3

46

1

3

0

0

0

1

85.19

 

Using laptop

1

1

45

3

0

0

0

2

86.54

 

Reading

0

2

4

46

0

0

0

0

88.46

 

Falling down

0

0

0

0

50

4

0

0

92.59

 

Lying down

0

0

0

0

4

49

0

0

92.45

 

Walking

1

0

3

4

0

0

67

0

89.33

 

Sitting down

2

0

2

2

0

0

0

69

92.00