Graphics Reference
In-Depth Information
Table 9.9
Wilcoxon test results in kappa
C4.5 Data Squeezer KNN Naıve Bayes PUBLIC Ripper
+±+
± +±+±+±+±
1R
1110
15
2162
8 1 3111
Ameva
15 29 24
29
11 26 11
29
16 29
9 29
Bayesian
181
24
2102
8 1 1217
CACC
11 28 25
29
3167513 29 426
CADD
010
3
010
1 0200
CAIM
17 29 22
29
13 28 11
29
21 29
11 28
Chi2
14 29 2
24
11 27 10
29
13 29
19 29
ChiMerge
19 29 22
29
13 28 11
29
18 29 928
ClusterAnalysis 2102
21
523621 1220
DIBD
8201
24
2102
7 7 815
Distance
16 29 1
26
2167816 29 213
EqualFrequency 11 25 3
25
18 29 10
29
10 23
11 27
EqualWidth
7202
23
14 27 886 8927
Extended Chi2
10 27 1
20
217366 3225
FFD
6141
19
23 28 12
29 2 410 27
FUSINTER
21 29 16
29
14 28 18
29
19 29
11 29
HDD
2175
25
522651 2726
HellingerBD
11 23 4
23
9267111 24 626
Heter-Disc
060
12 020
2 08110
ID3
182
22
420660 0526
IDD
191
23
218251 1116
Khiops
11 24 5
24
18 29 10
29
13 25
11 29
MDLP
16 29 1
24
6228
29
19 29 216
Modified Chi2
12 27 1
21
17 27 14
29 9 823 29
MODL
12 28 4
24
14 27 12
29
11 28
17 29
MVD
1120
19
1101
6 1 6113
PKID
5142
23
27 29 14
29 2 415 29
UCPD
14 29 15
28
4164613 25 319
USD
4139
25
623653 5725
Zeta
15 29 9
27
3186716 29 727
column represented by the '
' symbol indicates
the number of wins and ties obtained by the method in the row. The maximum value
for each column is highlighted by a shaded cell.
Once the results are presented in the mentioned tables and graphics, we can
stress some interesting properties observed from them, and we can point out the best
performing discretizers:
+
' symbol. The column with the '
±
