Discriminants - PowerPoint PPT Presentation

Course Outline

Course Outline. MODEL INFORMATION. COMPLETE. INCOMPLETE. Bayes Decision Theory. Supervised Learning. Unsupervised Learning. Parametric Approach. Nonparametric Approach. Parametric Approach. Nonparametric Approach. “Optimal” Rules. Plug-in Rules. Density Estimation.

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Chapter 3: Maximum-Likelihood and Bayesian Parameter Estimation (part 2)

Pattern Classification All materials in these slides were taken from Pattern Classification (2nd ed) by R. O. Duda, P. E. Hart and D. G. Stork, John Wiley &amp; Sons, 2000 with the permission of the authors and the publisher. Chapter 3: Maximum-Likelihood and Bayesian Parameter Estimation (part 2).

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954 views • 31 slides

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