Graphics Reference
In-Depth Information
Figure
.
.
Reciprocal averaging of Shakespearean plays
and who were tested for diabetes according to World Health Organization criteria.
he results are displayed in Fig.
.
. he data were collected by the US National
Institute of Diabetes and Digestive and Kidney Diseases (Hettich et al.,
). he
raw data consisted of
measurements on
individuals. he method successfully
partitions the
individuals into the
groups.
Agrafiotis et al. (
) present a family of algorithms that combine non-linear
mapping techniques using neural networks. he method employs an algorithm to
project a small random sample and then “learns” the underlying transform using
one or more multilayer perceptrons. his approach captures the non-linear mapping
relationship as an explicit function and allows the scaling of additional patterns as
they become available, without the need toreconstruct the entire map.heapproach
is particularly useful for extracting low-dimensional Cartesian coordinate vectors
from large binary spaces, such as those encountered in the analysis of large chem-
ical data sets. Molecular similarity is used to analyse chemical phenomena and can
