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Table 14 Detailed analysis of the neural network model with SMOTE oversampling

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

  True D True C True F True A True B Class precision
Pred. D 53 12 6 0 3 71.62%
Pred. C 7 44 4 0 10 67.69%
Pred. F 12 6 59 0 0 76.62%
Pred. A 0 0 0 58 12 82.86%
Pred. B 0 10 1 12 51 68.92%
Class recall 73.61% 61.11% 84.29% 82.86% 67.11%  
F-measure 72.60% 64.23% 80.27% 82.86% 68.00%