Page 228 - Introduction to Statistical Pattern Recognition
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210 Introduction to Statistical Pattern Recognition
Classifier designed by
(fixed) samples
1 *n
Fig. 5-1 An example of Hughes phenomena.
(5.84)
(5.85)
where
(5.86)
and El/ = (cf;) + cf))/2 and XI = (hf” + h;”)/2.
In particular, when h;” = I, hj” =IJ, rn:” = 0, and rnj2) = rn, (5.84)-
(5.86) become
(5.87)
a2h
-- - 4 (5.88)
acy (I+h,)(l+h/)
where
