optimal classification algorithm -


i know, below classification algorithm 1 optimal(in terms of memory , processing power) , classification algorithm used widely?

  • k-nearest neighbor(knn) algorithm
  • naive bayesian(nb) algorithm
  • concept vector-based(cb) algorithm
  • singular value decomposition-based algorithm
  • hierarchical algorithm
  • combination algorithm
  • svm

i looking optimal algorithm classify network traffic.

thank you!

-sathish

the statement there no single best classification method 1 of no free lunch theorems - http://www.no-free-lunch.org/ since mention processing time , memory requirements note naive bayes pretty cheap , has been enough used in practice.

at http://www.cs.waikato.ac.nz/ml/weka/ can pick lot of ready-implemented methods , framework allow try them out , compare them.

very features pick out feed classification method more important method chose.


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