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Bayes - optimal classifier. The optimal misclassification error is achieved by the Bayes optimal classifier. Derive the Bayes optimal classifier for Y as a function
Bayesoptimal classifier. The optimal misclassification error is achieved by the Bayes optimal classifier. Derive the Bayes optimal classifier for Y as a function of r and sigma Bayesoptimal classifier. The optimal misclassification error is achieved by the Bayes optimal classifier. That is the Bayes optimal classifier predicts
fxy in max PYy Xx
Consider a scalar feature X in and a binary random variable Y for which
PX Ypi r X r; otherwise
PX Y; sigma ; pi sigma expXsigma and
PYc PY with
where rsigma and
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