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

Journal of Big Data

Table 13 The confusion analysis for the four machine learning algorithms on KNIME platform

	Tree Ensemble		Decision Tree		Random Forest		Naïve Bayes
	True positives	False positives	True positives	False positives	True positives	False positives	True positives	False positives
Internet download traffic
LDT	27	17	23	11	27	18	26	13
SDT	15	10	16	19	15	13	16	8
MDT	13	7	11	5	12	5	8	9
HDT	11	6	9	12	10	6	13	13
Overall	66	40	59	47	64	42	63	43
Internet upload traffic
LDT	16	16	14	13	18	15	15	11
SDT	13	13	12	22	14	10	15	12
MDT	19	9	14	10	17	10	15	8
HDT	18	2	19	2	18	4	21	9
Overall	66	40	59	47	67	39	66	40