Page 301 - Introduction to Statistical Pattern Recognition

6 Nonparametric Density Estimation 283

TABLE 6-4

ESTIMATION OF INTRINSIC DIMENSIONALITY

Gaussian Double
pulse exponential
Averaged 0.74 0.77
0.99 1.02
distance 3NN 1.14 1.19
4NN 1.26 1.31
;insic i INN &~NN 3.02 3.13
dimension 2NN & 3NN 3.19 2.97
estimated 3NN & 4NN 3.13 3.14

Average 3.1 1 3.08

I

- -1
Fig. 6-4 Local subsets of data.