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

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

  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