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Bayesian statistics / Estimation theory / Statistical models / Maximum likelihood / Naive Bayes classifier / Bayes estimator / Normal distribution / Bayesian inference / Parametric model / Statistics / Statistical theory / Statistical inference


Using Asymmetric Distributions to Improve Text Classifier Probability Estimates Paul N. Bennett Computer Science Dept. Carnegie Mellon University
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Document Date: 2003-05-09 22:52:37


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Toronto / /

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John Wiley & Sons Inc. / MIT Press / Elsevier Science Publishers B.V. / Reuters / /

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Canada / /

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Improve Text Classifier Probability Estimates Paul N. Bennett Computer Science Dept. Carnegie Mellon University / /

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Web Gauss A. Gauss Laplace A. Laplace LogReg LR+Noise / perceptron algorithm / web content / model search engine scores / analytical solution / Web Directory / web snapshot / Web hierarchy / Web Gauss A.Gauss Laplace A.Laplace LogReg LR+Noise na¨ıve Bayes / Web Directory The MSN Web Directory / search engines / heterogeneous web pages / post-processing method / sequential algorithm / Web dataset / learning algorithms / /

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School of Computer Science / Royal Statistical Society / American Statistical Association / MIT / Carnegie Mellon / Improve Text Classifier Probability Estimates Paul N. Bennett Computer Science Dept. Carnegie Mellon University Pittsburgh / /

Person

R. E. Schapire / Dl / Anton Likhodedov / John Platt / Francisco Pereira / John Lafferty / D. D. Lewis / Bayesian Inference / J. P. Callan / Chris Meek / Paul N. Bennett / Jaime Carbonell / R. Papka / W. A. Gale / /

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Statistician / risk model / General / /

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Monthly Weather Review / Journal of the Royal Statistical Society / Machine Learning / Journal of the American Statistical Association / /

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sequential algorithm / Training algorithms / Inductive learning algorithms / artificial intelligence / Sequential Minimal Optimization algorithm / search engine / machine learning / speech recognition system / perceptron algorithm / Terms Algorithms / /

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