Research Article
A Novel Feature Selection Method for Classification of Medical Data Using Filters, Wrappers, and Embedded Approaches
Table 7
Top 3 Filter approaches performance for gene microarray dataset.
| | S.no | Filters | Accuracy (%) | Sensitivity (%) | Specificity (%) | F-measure (%) |
| | 1 | ReliefF | 91.09 | 75.93 | 99.49 | 87.70 | | 2 | Information gain | 89.63 | 75.93 | 97.62 | 86.77 | | 3 | Correlation-based feature selection | 90.55 | 75.85 | 97.64 | 86.74 |
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