Decision Analytics

Table 7 Detailed analysis of the naive Bayes model with optimal equal width binning and 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	56	12	9	0	2	70.89%
Pred. C	7	49	3	0	14	67.12%
Pred. F	9	4	56	0	2	78.87%
Pred. A	0	0	0	65	13	83.33%
Pred. B	0	7	2	5	45	76.27%
Class recall	77.78%	68.06%	80.00%	92.86%	59.21%
F-measure	74.17%	67.58%	79.43%	87.83%	66.66%

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