Gaussian Naive Bayes Algorithm

A Gaussian Naive Bayes Algorithm is a naive Bayes algorithm that ...

• See: Bayesian Belief Network.

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References

2014

• http://scikit-learn.org/stable/modules/generated/sklearn.naive_bayes.GaussianNB.html
  • QUOTE: Can perform online updates to model parameters via partial_fit method. For details on algorithm used to update feature means and variance online, see Stanford CS tech report STAN-CS-79-773 by Chan, Golub, and LeVeque: http://i.stanford.edu/pub/cstr/reports/cs/tr/79/773/CS-TR-79-773.pdf

1995

• (John & Langley, 1995) ⇒ George H. John, and Pat Langley. (1995). “Estimating Continuous Distributions in Bayesian Classifiers.” In: Proceedings of the Eleventh conference on Uncertainty in artificial intelligence, pp. 338-345 . Morgan Kaufmann Publishers Inc.,

1992

• (Chan et al., 1982) ⇒ Tony F. Chan, Gene H. Golub, and Randall J. LeVeque. (1982). “Updating Formulae and a Pairwise Algorithm for Computing Sample Variances.” In: COMPSTAT 1982 5th Symposium held at Toulouse 1982, pp. 30-41 . Physica-Verlag HD,

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