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1 12 4 Statistical Classification

Figure 4.28. Parzen window pdf estimates (thick black line) of the lognormal
distribution for n=15 and n=50 training set points, with the histograms represented
by the black bars. The true distribution is the superimposed hairline curve
(multiplied by a scale factor).

1 1.8 2.2 2.6 3.0 3.4 3.8 4.2 4.8 5.2
ARM
. ..
Figure 4.29. Parzen window estimate of feature ARM pdf (multiplied by 50) for
two classes of cork stoppers.