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Performance of different feature selection methods with Random Forest algorithms using 10-fold cross validation
| Feature selection methods | Performance measurement | ||||
|---|---|---|---|---|---|
| ACC (%) | Sn (%) | Sp (%) | FPR | ROC area | |
| Infogain | 98.7 | 98.7 | 98.7 | 0.013 | 0.999 |
| OneR | 98.9 | 98.9 | 98.9 | 0.011 | 0.999 |
| Relief | 98.9 | 99.0 | 99.0 | 0.01 | 0.999 |
| t-test | 98.3 | 97.7 | 98.9 | 0.011 | 0.999 |
| Wilcoxon | 98.6 | 98.4 | 98.9 | 0.011 | 0.999 |
