Research Article
Feature Selection with Neighborhood Entropy-Based Cooperative Game Theory
Table 10
Classification accuracies (%) on the selected feature space.
| Data | CART | LSVM | RSVM | NECGT-MI | CoFS-MI | NECGT-MI | CoFS-MI | NECGT-MI | CoFS-MI |
| Crx | 81.88 | 81.47 | 85.51 | 85.51 | 83.34 | 80.57 | German | 72.40 | 71.82 | 70.00 | 70.00 | 70.30 | 70.90 | Glass | 71.68 | 71.18 | 52.52 | 50.39 | 53.77 | 58.45 | Wine | 86.67 | 86.60 | 87.78 | 83.89 | 91.11 | 86.67 |
| Average | 78.15 | 77.76 | 73.95 | 72.44 | 74.63 | 74.14 |
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