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I have to build one class naive Bayes method for outlier detection based on the likelihood probabilities. I tried to create it using sklearn GaussianNB but it is for multiclass classification. Is there any way to do it in python or Matlab?

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  • $\begingroup$ Can't a one-class classification also be converted to a binary classification? Sure there must some data augmentation that you can do here? $\endgroup$ – I_Play_With_Data Jan 28 '19 at 13:53
  • $\begingroup$ I have to compare the results with some other one class methods like one class SVM etc so I am looking for one class Bayes method. $\endgroup$ – shaifali Gupta Jan 28 '19 at 18:48

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