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Decision Analytics

Table 3 Bin width values for the classification methods on SMOTE over-sampled data

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

 

Decision tree

Naïve Bayes

Neural network

Quiz

8

8

8

Midterm

3

9

8

Laboratory

5

6

6

Attendance

2

2

2

CGPA

6

4

4

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