Research Article
Feature Selection with Neighborhood Entropy-Based Cooperative Game Theory
Table 4
Classification accuracies based on CART (%).
| Data | Raw data | NECGT-mRMR | mRMR | NECGT-RS | RS |
| Lymphography | 78.31 | 82.86 | 70.00 | 82.14 | 79.03 | Crx | 84.92 | 84.50 | 84.93 | 81.88 | 81.17 | Cardiotocography | 85.94 | 85.74 | 85.69 | 75.11 | 83.22 | Spectf | 81.29 | 85.37 | 83.50 | 70.39 | 70.09 | Hepatitis | 82.33 | 84.17 | 77.33 | 78.50 | 72.33 |
| Average | 82.55 | 84.52 | 80.20 | 77.60 | 77.16 |
|
|