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Table 16 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

0.752

0.507

0.514

0.514

0.505

Random Forest

0.812

0.564

0.566

0.566

0.563

Neural Network

0.823

0.605

0.606

0.606

0.607

Naive Bayes

0.838

0.586

0.588

0.588

0.587

CN2 rule inducer

0.731

0.549

0.546

0.54

0.555