Computational Intelligence Techniques for Classification in Microarray Analysis - Computational Intelligence in Healthcare: Advanced Methodologies - page 294

(class C1) and marked in violet (class C2) were activated. Looking at the first of the
coordinates, it is possible to observe a red line that corresponds to an individual with a
low value and that is the responsible of the activation of the individuals of the C1 and
C2 classes. Figure 5b shows a selection of the individuals estimated as members of
the class C3. As can be seen in Figure 5b, the rest of the individuals remain dimmed,
which allows a separation of the rest of the individuals. This is possible because of the
information provided by the decision rules.
(a)
(b)
Fig. 5. Representation of the retrieved probes using the decision rules. (a) represents those
individuals that are situated in the same rank of values than the individuals of the class C3. (b)
shows the individuals situated in the same rank of values than the individuals estimated as
members of the class C3.