Research Article
An Improved Feature Selection Based on Effective Range for Classification
Table 5
Classification accuracies (%) of different feature selection methods with NN on Lymphoma database.
| ā | 10 | 30 | 50 | 70 | 90 | 110 | 130 |
| PCC | 89.58 | 96.88 | 94.79 | 95.83 | 97.92 | 97.92 | 96.88 | Relief-F | 68.75 | 84.38 | 86.46 | 88.54 | 87.50 | 85.42 | 88.54 | IG | 88.54 | 95.83 | 94.79 | 94.79 | 95.83 | 96.88 | 96.88 | MRMR | 88.54 | 91.67 | 93.75 | 93.75 | 93.75 | 93.75 | 93.75 | ERGS | 89.58 | 94.79 | 95.83 | 97.92 | 95.83 | 97.92 | 97.92 | IFSER | 94.79 | 94.79 | 96.88 | 96.88 | 97.92 | 97.92 | 97.92 |
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