Decision Analytics

Table 10 Detailed analysis of the decision tree 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	63	23	16	0	6	58.33%
Pred. C	4	33	6	1	8	63.46%
Pred. F	5	4	47	0	0	83.93%
Pred. A	0	1	0	58	8	86.57%
Pred. B	0	11	1	11	54	70.13%
Class recall	87.50%	45.83%	67.14%	82.86%	71.05%
F-measure	69.99%	53.22%	74.60%	84.67%	70.58%

Back to article page