Corpus ID: 10030965

Supervised Learning and Bayesian Classification

  title={Supervised Learning and Bayesian Classification},
  author={E. Learned-Miller},
  • E. Learned-Miller
  • Published 2009
  • This document discusses Bayesian classification in the context of super vised learning. Supervised learning is defined. An approach is described in w hich feature likelihooods are estimated from data, and then classification is done by c omputing class posteriors given features using Bayes rule. Estimating of fe ature likelihoods, independence of features, quantization of features, and info rmati n content of features are discussed. 
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