Graphics Reference
In-Depth Information
Table 8.7 Enumeration of
data sets used in the
experimental study
Data set
Data set
Abalone
Appendicitis
Australian
Autos
Balance
Banana
Bands
Breast
Bupa
Car
Chess
Cleveland
Coil2000
Contraceptive
Crx
Dermatology
Ecoli
Flare-solar
German
Glass
Haberman
Hayes
Heart
Hepatitis
Housevotes
Iris
Led7digit
Lymphography
Magic
Mammographic
Marketing
Monk-2
Newthyroid
Nursery
Pageblocks
Penbased
Phoneme
Pima
Ring
Saheart
Satimage
Segment
Sonar
Spambase
Specfheart
Splice
Tae
Texture
Thyroid
Tic-tac-toe
Titanic
Twonorm
Ve h i c l e
Vo w e l
Wine
Wisconsin
Yeast
Zoo
the best result in their corresponding family, according to the taxonomy illustrated in
Fig. 8.3 . They will make up the experimental study of medium size data sets, showed
in the next subsection.
The Wilcoxon test [ 39 , 63 , 164 ] is adopted considering a level of significance
of
1. Table 8.9 shows a summary of all the possible comparisons employing
the Wilcoxon test among all PS methods over small data sets. This table collects the
statistical comparisons of the four main performance measures used in this chapter:
tst Acc
α =
0
.
. Table 8.9 shows, for each method
in the row, the number of PS methods outperformed by using the Wilcoxon test under
the column represented by the '+' symbol. The column with the '
.
, tst Kap
.
, Acc
.
Red
.
and Kap
.
Red
.
±
' symbol indicates
 
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