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Values for Hyper-parameter Tuning

Values for Hyper-parameter Tuning

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Domain Name Service is a central part of Internet regular operation. Such importance has made it a common target of different malicious behaviors such as the application of Domain Generation Algorithms (DGA) for command and control a group of infected computers or Tunneling techniques for bypassing system administrator restrictions. A common detect...

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Context 1
... the fraction rate of Dropout was also adjusted. Table 2 illustrates each hyperparameter with its corresponding value range and the optimal value encountered. ...
Context 2
... to domains that conform the subset are chosen randomly from the complete dataset, the experiment was repeated 30 times and the average and standard deviation are plotted in FCD chart. The optimal combination of parameters after tuning with the illustrated fraction of total domains can be found in Table 2. ...