I want to know follow the equation is true. Condition: C(1, 0) : the cost of misclassifying a sample in class 1 to 0 C(0, 1) : the cost of misclassifying a sample in class 0 to 1 P(Y) : prior probability p(x|Y) : likelihood Í want to know. (Is correct? If it is correct, why?) p(x[Y=O)P(Y=O) = C(0, 1) p(x|Y=1)P(Y=1) = C(1, 0) %3D

A First Course in Probability (10th Edition)
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ISBN:9780134753119
Author:Sheldon Ross
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Chapter1: Combinatorial Analysis
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I want to know follow the equation is true.
Condition:
C(1, 0) : the cost of misclassifying a sample in
class 1 to 0
C(0, 1) : the cost of misclassifying a sample in
class 0 to 1
P(Y) : prior probability
p(x|Y) : likelihood
I want to know. (Is correct? If it is correct,
why?)
p(x[Y=O)P(Y=0) = C(0, 1)
p(x|Y=1)P(Y=1) = C(1, 0)
Transcribed Image Text:I want to know follow the equation is true. Condition: C(1, 0) : the cost of misclassifying a sample in class 1 to 0 C(0, 1) : the cost of misclassifying a sample in class 0 to 1 P(Y) : prior probability p(x|Y) : likelihood I want to know. (Is correct? If it is correct, why?) p(x[Y=O)P(Y=0) = C(0, 1) p(x|Y=1)P(Y=1) = C(1, 0)
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