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Table 17 Comparative evaluation of the performance of the data mining algorithms using Orange software

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

Algorithm

AUC

F1

CA

Recall

Precision

kNN

0.796

0.566

0.573

0.573

0.563

Random Forest

0.848

0.605

0.605

0.605

0.605

Neural Network

0.846

0.627

0.625

0.625

0.630

Naive Bayes

0.876

0.638

0.639

0.639

0.637

CN2 rule inducer

0.794

0.613

0.610

0.610

0.625