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[D] Bayes Optimal Classifier

For the bayes optimal Classifier, when deriving it, if you have a loss function with unequal penalties for two incorrect decisions:

L=10 when y=1 and f=0

L=1 when y=0 and f=1

L=0 when y=f

Where f is the classifier. How does one go about deriving a decision threshold for this problem?

submitted by /u/ssd123456789
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