Decision Analytics

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%

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