Ensemble-Based Neighborhood Attribute Reduction: A Multigranularity View

Table 2

Descriptions of data sets.

ID	Data sets	Samples	Attributes	Decision classes
1	Breast cancer Wisconsin (diagnostic)	569	30	2
2	Breast tissue	106	9	6
3	Climate model simulation crashes	540	20	2
4	Dermatology	366	34	6
5	Fertility	100	9	2
6	Forest type mapping	523	27	4
7	Gesture phase segmentation	9901	18	5
8	Ionosphere	351	34	2
9	Molecular biology (promoter gene sequences)	106	57	2
10	QSAR biodegradation	1055	41	2
11	Seeds	210	7	3
12	Statlog (German credit data)	1000	24	2
13	Vertebral column	310	6	2
14	Wine	178	13	3
15	Wine quality	6497	11	7