Naive Bayes classifier with custom distributions

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Max Blanck
Max Blanck 2016-3-27
Hello
I have a dataset where the rows are the data points and the columns are the features (predictors). I would like to apply a Naive Bayes classifier but with custom distributions per feature.
Does there already exist something in Matlab which I can use? The Naive Bayes Implementation unfortunately only supports Gaussian distribution for continuous features. I would like to be able to use any distribution which also fitdist or makedist can use.

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