Questions tagged [naive-bayes]
For questions related to the naive Bayes, which is a machine learning (or statistics) technique that is based on the Bayes' theorem.
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questions with no upvoted or accepted answers
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Why do Bayesian algorithms work well with small datasets?
I read very often that Bayesian algorithms work well on small datasets. Why is that? I think it is because they might generalize more, but why is that?
See also Investigating the use of Bayesian ...
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1answer
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What to do when PDFs are not Gaussian/Normal in Naive Bayes Classifier
While analyzing the data for a given problem set, I came across a few distributions which are not Gaussian in nature. They are not even uniform or Gamma distributions(so that I can write a function, ...
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1answer
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Understanding how to calculate $P(x|c_k)$ for the Bernoulli naïve Bayes classifier
I'm looking at the Bernoulli naïve Bayes classifier on Wikipedia and I understand Bayes theorem along with Gaussian naïve Bayes, however when looking at how $P(x|c_k)$ is calculated I don't understand ...
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0answers
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How to build naive bayes graph from data
For an university assignment I have to use the HuginLite software to do some probabilistic inferences with different algorithms.
One of these algorithms is Naive Bayes but its graph is not built ...
