Data mining approach for predicting the daily Internet data traffic of a smart university

Journal of Big Data

Table 15 Comparison of the F-measure statistics

	Tree Ensemble	Decision Tree	Random Forest	Naïve Bayes
Internet download traffic
LDT	0.7297	0.7188	0.7200	0.7536
SDT	0.5769	0.5161	0.5455	0.6275
MDT	0.6190	0.5789	0.6154	0.4103
HDT	0.5000	0.3750	0.4651	0.4906
Internet upload traffic
LDT	0.5517	0.5283	0.6102	0.5769
SDT	0.5000	0.4000	0.5600	0.5660
MDT	0.6909	0.5490	0.6296	0.6000
HDT	0.7660	0.7917	0.7347	0.7368