Research Article
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 |
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