![]() ![]() Such parameters are C in SVM and gamma which effect the performance of SVM if not tuned well. However, these classifiers is not working well if they applied alone without any other algorithms that can tune the parameters of these classifiers or choose the best sub set features of the problem. Intrusion detection systems (IDSs) are one of the promising tools for protecting data and networks many classification algorithms, such as neural network (NN), Naive Bayes (NB), decision tree (DT), and support vector machine (SVM) have been used for IDS in the last decades.
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