Table 7: Cross validation output for all five data sets.
DATA SET |
Observed |
TRAINING SET (50) |
TESTING SET (50) |
Predicted |
Mode |
% correct |
Mode |
% Correct |
0 |
1 |
0 |
1 |
KG |
Mode |
0 |
16 |
9 |
64.0 |
10 |
6 |
62.5 |
1 |
13 |
12 |
48.0 |
14 |
20 |
58.8 |
Overall percentage |
|
|
|
56.0 |
|
|
60 |
CC |
Mode |
0 |
4 |
8 |
33.3 |
13 |
5 |
72.2 |
1 |
1 |
37 |
97.4 |
6 |
26 |
81.3 |
Overall percentage |
|
|
|
82.0 |
|
|
78 |
ND |
Mode |
0 |
16 |
3 |
84.2 |
35 |
4 |
89.4 |
1 |
11 |
20 |
64.5 |
4 |
7 |
63.7 |
Overall percentage |
|
|
|
72.0 |
|
|
84 |
RC |
Mode |
0 |
12 |
7 |
63.2 |
29 |
8 |
78.4 |
1 |
8 |
23 |
74.2 |
5 |
8 |
61.5 |
Overall percentage |
|
|
|
70.0 |
|
|
74 |
CS |
Mode |
0 |
4 |
16 |
20.0 |
14 |
7 |
66.7 |
1 |
8 |
22 |
73.3 |
8 |
21 |
72.4 |
Overall percentage |
|
|
|
52.0 |
|
|
70 |