Can anybody knows ,ist here any difference between naviey bayes classifier and bayesian neural network classifier??

Can anybody knows ,is there any difference between naviey bayes classifier and bayesian neural network classifier??

[Greg Heath]

What is your definition of each?

[cui,xingxing]

BNN, https://www.mathworks.com/matlabcentral/answers/886734-bayesian-deep-learning-convolution-network-bdl?s_tid=srchtitle

Answer 1

[Greg Heath]

 help NaïveBayes
 doc  NaiveBayes 

 help fitNaïveBayes
 doc  fitNaiveBayes

Assumes probability distributions for each class and assigns inputs to the class with the highest estimated posterior probability. Naïve implies the assumption of noncorrelated input variables so that the total distribution is proportional to the product of the individual variable distributions

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 help trainbr
 doc trainbr

Creates a nonlinear function similar to output = b1 + LW*tanh(IW*input+b2) where b1,b2,IW and LW are weights chosen to minimize

 mse(target-output)+ alpha*mse(weights)

Hope this helps.

Thank you for formally accepting my answer

Greg