Show that for arbitrary density functions


Show that for arbitrary density functions, and upper bound of the classi?cation error can be found by replacing min[P(ω1|x),P(ω2|x)] with 2P(ω1|x)P(ω2|x). And a lower bound can be found by replac- ing min[P(ω1|x),P(ω2|x)] with P(ω1|x)P(ω2|x).

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Basic Computer Science: Show that for arbitrary density functions
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