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Pattern Recognition (from Prof. Bebis)
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Bayesian Decision Theory
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Terminology (using sea bass – salmon classification example)
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Terminology (cont’d) (using sea bass – salmon classification example)
e.g., lightness distributions between salmon/sea-bass populations
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Terminology (cont’d) (using sea bass – salmon classification example)
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Decision Rule Using Priors Only
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Decision Rule Using Conditional pdf
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Decision Rule Using Conditional pdf (cont’d)
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Probability of Error
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Where do Probabilities Come From?
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Example
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Example (cont’d)
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Example (cont’d)
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Example (cont’d)
