Ensemble-Based Neighborhood Attribute Reduction: A Multigranularity View

Table 10

Comparisons of the distributions with using CART (the values less than 0.05 are italics).

ID	APP MGAPP	ENT MGENT	DIS MGDIS	ERR MGERR
1	0.0532	1.9620E − 04	0.9997	0.9912
2	0.1040	1.0000	0.0046	0.9261
3	0.9988	0.9101	1.0000	1.0000
4	0.9933	0.5804	0.1851	0.9985
5	0.9988	0.9997	1.0000	1.0000
6	0.2141	0.0044	1.6372E − 06	0.9973
7	2.2575E − 52	4.1119E − 27	0.9415	1.8770E − 10
8	0.0253	0.3208	0.9741	0.5315
9	0.9083	1.0000	1.0000	0.9963
10	0.1223	2.0327E − 04	6.6803E − 06	0.6861
11	0.4844	0.1356	1.0000	0.9999
12	0.5605	0.9801	1.0000	0.9299
13	0.6600	0.5010	0.2942	0.0936
14	0.9219	0.9374	1.0000	0.8304
15	8.8496E − 26	2.6348E − 07	1.6897E − 05	1.0000
Avg	0.4697	0.4913	0.6266	0.7987