Ensemble-Based Neighborhood Attribute Reduction: A Multigranularity View

Table 9

Comparisons of the distributions with using SVM.

ID	APP MGAPP	ENT MGENT	DIS MGDIS	ERR MGERR
1	0.1029	0.0088	1.0000	0.9999
2	0.9989	0.9997	2.9621E − 06	0.7499
3	1.0000	0.9739	0.9852	1.0000
4	0.8988	0.5226	0.0584	0.9697
5	1.0000	1.0000	1.0000	1.0000
6	0.9967	0.0783	1.9014E − 07	0.8709
7	2.8827E − 36	2.0328E − 08	1.0000	1.1929E − 09
8	0.1236	0.9765	0.3849	0.0043
9	0.2643	0.9999	1.0000	0.9949
10	0.1887	0.1506	3.2225E − 13	0.5573
11	0.9561	0.8719	1.0000	1.0000
12	0.9997	0.9996	0.9999	0.9852
13	0.2446	0.0261	0.2749	0.0392
14	0.9918	0.8474	1.0000	0.7630
15	7.8457E − 20	0.2767	0.0059	1.0000
Avg	0.5844	0.5821	0.5806	0.7290

The values less than 0.05 are in italics.