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Plug-in classifier excess-risk bound
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Mathematics
Area of mathematics
Probability and statistics
Statistical modelling
Statistical learning
Classification in statistical learning
Created
2026-09-24
Updated
2026-09-24
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For binary classification with posterior estimate
p
1
, the plug-in classifier satisfies
R
(
C
)
−
R
(
C
∗
)
≤
2
E
∣
p
1
(
X
)
−
p
1
(
X
)
∣.
(1)
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(7)
Classification in statistical learning
Statistical learning
Statistical modelling
Probability and statistics
Area of mathematics
Mathematics
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Past exam of the mathematics course of the University of Cambridge
/
2026
/
iii
/
Paper 218
/
2
/
f
/
Solution
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