Combined Accelerator for Attribute Reduction: A Sample Perspective

Table 1

Descriptions of data sets.

ID	Data sets	Samples	Attributes	Decision classes
1	Cardiotocography	2126	21	10
2	Contraceptive Method Choice	1473	10	3
3	Crowdsourced Mapping	10845	28	6
4	Diabetic Retinopathy Debrecen	1151	20	2
5	German	1000	24	2
6	Letter Recognition	20000	16	26
7	Magic Gamma Telescope	19020	10	2
8	Page Blocks Classification	5473	10	5
9	Parkinson Multiple Sound Recording	1208	27	2
10	QSAR Biodegradation	1055	41	2
11	Statlog (image segmentation)	2310	19	7
12	Statlog (Landsat satellite)	6435	36	6
13	Wall-Following Robot Navigation	5456	24	4
14	Waveform Database Generator (version 1)	5000	21	3
15	Waveform Database Generator (version 2)	5000	40	3