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Table 12 Detailed analysis of the neural network model

From: Improving accuracy of students’ final grade prediction model using optimal equal width binning and synthetic minority over-sampling technique

 

True C

True A

True D

True F

True B

Class precision

Pred. C

33

0

10

2

14

55.93%

Pred. A

0

18

0

0

6

75.00%

Pred. D

2

0

8

6

0

50.00%

Pred. F

0

0

0

0

0

0.00%

Pred. B

13

10

0

2

56

69.14%

Class recall

68.75%

64.29%

44.44%

0.00%

73.68%

 

F-measure

61.68%

69.23%

47.05%

0.00%

71.33%