Fuzzy association rule mining and classification for the prediction of malaria in South Korea

Table 1 Performance of two-class classifiers on test data for predictions made 7–8 weeks ahead. Confidence intervals computed for α = 0.05

Data set	PPV	NPV	Sensitivity	Specificity	F0.5	F3
2007 & 2013 (HIGH Classifier)	0.842	0.981	0.681	0.992	0.804	0.694
Lower Conf Bound	0.696	0.969	0.538	0.983	0.657	0.551
Upper Conf Bound	0.926	0.989	0.796	0.996	0.896	0.807
2007 & 2013 (MEDIUM Classifier)	0.791	0.962	0.374	0.994	0.647	0.395
Lower Conf Bound	0.726	0.958	0.327	0.992	0.584	0.346
Upper Conf Bound	0.844	0.967	0.423	0.996	0.704	0.446

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