ECE 595ML Lecture 9.2: Bayesian Decision - Basic Principle

By Stanley H. Chan

Electrical and Computer Engineering, Purdue University, West Lafayette, IN

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Researchers should cite this work as follows:

  • Stanley H. Chan (2020), "ECE 595ML Lecture 9.2: Bayesian Decision - Basic Principle," https://nanohub.org/resources/32441.

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WTHR 200, Purdue University, West Lafayette, IN

Tags

  1. Bayesian
  2. Bayesian statistics
ECE 595ML Lecture 9.2: Bayesian Decision - Basic Principle
  • Lecture 9.2: Bayesian Decision - Basic Principle 1. Lecture 9.2: Bayesian Decision… 0
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  • Outline 2. Outline 11.244577911244578
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  • Interaction between Likelihood and Prior 3. Interaction between Likelihood… 13.013013013013014
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  • Making the Bayesian Decision 4. Making the Bayesian Decision 110.44377711044378
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  • Let us Plug-in Multi-dimensional Gaussian 5. Let us Plug-in Multi-dimension… 291.12445779112448
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  • Special Case: 1D; Two classes 6. Special Case: 1D; Two classes 392.45912579245913
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  • Connecting to Linear Discriminant Function 7. Connecting to Linear Discrimin… 622.3556890223557
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