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Table 1 Model accuracy comparison and selection

From: Cyber risk prediction through social media big data analytics and statistical machine learning

Model Accuracy Precision Recall
Naïve Bayes [e1071] 0.5531 1.0000 0.4736
Naïve Bayes [Rweka] 0.9449 0.9391 1.0000
Super vector machine 0.9408 0.9807 0.9706
K-nearest neighbor 0.9633 0.9760 0.9807
Decision tree [Ctree] 0.9408 0.9469 0.9856
Decision tree [J48] 0.9571 0.9669 0.9832
Decision tree [C50] 0.9571 0.9669 0.9832
Artificial neural network 0.9673 0.9762 0.9856