Table 4.

Performance comparison of proposed DengueFog system with WRF classifier and traditional models.

Performance Measurement	Classifiers
	NB	SVM	DT	ANN	Boosting	RF	Proposed System
F-value	50.78	46.89	41.34	75.89	50.62	75.97	86.27
Recall	54.47	49.46	42.15	77.27	57.13	79.85	88.31
Precision	47.56	44.56	40.56	74.56	45.44	72.45	84.62
Accuracy	79.17	74.00	73.83	88.30	80.09	88.27	93.64
Specificity	83.04	81.55	82.85	91.05	89.50	93.94	95.29
Error Rate	22.83	27.00	29.87	12.5	21.91	13.73	05.36