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Generative model
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==External links== {{refbegin}} * {{cite journal |authorlink=Claude Shannon |last=Shannon |first=C. E. |year=1948 |url=https://www.tnt.uni-hannover.de/edu/vorlesungen/InfoTheor/download/shannon1948.pdf |title=A Mathematical Theory of Communication |journal=[[Bell System Technical Journal]] |volume=27 |pages=379β423, 623β656 |issue=July, October |doi=10.1002/j.1538-7305.1948.tb01338.x |hdl=10338.dmlcz/101429 |hdl-access=free |access-date=2016-01-09 |archive-date=2016-06-06 |archive-url=https://web.archive.org/web/20160606220007/http://www.tnt.uni-hannover.de/edu/vorlesungen/InfoTheor/download/shannon1948.pdf |url-status=dead }} * {{cite book |authorlink=Tom M. Mitchell |first=Tom M. |last=Mitchell |title=Machine Learning |year=2015 |chapter=3. Generative and Discriminative Classifiers: Naive Bayes and Logistic Regression |chapter-url=https://www.cs.cmu.edu/~tom/mlbook/NBayesLogReg.pdf }} * {{cite journal |last1=Ng |first1=Andrew Y. |authorlink1=Andrew Ng |first2=Michael I. |last2=Jordan |authorlink2=Michael I. Jordan |title=On discriminative vs. generative classifiers: A comparison of logistic regression and naive bayes. |journal=Advances in Neural Information Processing Systems |url=http://robotics.stanford.edu/~ang/papers/nips01-discriminativegenerative.pdf |year=2002 }} * {{cite thesis |type=PhD |last=Jebara |first=Tony |date=2002 |title=Discriminative, generative, and imitative learning |publisher=[[Massachusetts Institute of Technology]] |hdl=1721.1/8323}}, ([https://www.cs.columbia.edu/~jebara/papers/jebara4.pdf mirror], [http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.7.513&rep=rep1&type=pdf mirror]), published as book (above) {{refend}} {{Statistics|state=expanded}} [[Category:Machine learning]] [[Category:Statistical models]] [[Category:Probabilistic models]]
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