Research Article
Correlation-Based Ensemble Feature Selection Using Bioinspired Algorithms and Classification Using Backpropagation Neural Network
Table 8
Features selected for WDBC dataset.
| | Correlation-based feature selector | LION | GSO | DE | |
| | 0 | 0 | 0 | 0 | P_id | | 1 | 1 | 1 | 0 | Mean_radius | | 1 | 1 | 1 | 1 | Mean_texture | | 0 | 1 | 1 | 0 | Mean_perimeter | | 1 | 1 | 1 | 1 | Mean_area | | 1 | 1 | 1 | 0 | Mean_smoothness | | 1 | 1 | 1 | 0 | Mean_compactness | | 1 | 1 | 1 | 0 | Mean_concavity | | 1 | 1 | 1 | 1 | Concavepoints_mean | | 1 | 1 | 1 | 1 | Mean_symmetry | | 1 | 1 | 1 | 0 | Mean_fractaldimension | | 1 | 1 | 1 | 1 | Standard_error_radius | | 1 | 1 | 0 | 1 | Standard_error_texture | | 0 | 1 | 1 | 0 | Standard_error_perimeter | | 0 | 0 | 0 | 0 | Standard_error_area | | 0 | 0 | 0 | 1 | Standard_error_smoothness | | 1 | 1 | 1 | 0 | Standard_error_compactness | | 0 | 0 | 0 | 0 | Standard_error_concavity | | 0 | 0 | 0 | 1 | Concavepoints_standard_error | | 0 | 1 | 0 | 0 | Standard_error_symmetry | | 0 | 0 | 0 | 1 | Standard_error_fractaldimension | | 0 | 0 | 0 | 1 | Worst_radius | | 1 | 1 | 1 | 0 | Worst_texture | | 0 | 0 | 0 | 1 | Worst_perimeter | | 0 | 1 | 1 | 1 | Worst_area | | 1 | 1 | 1 | 1 | Worst_smoothness | | 1 | 0 | 1 | 1 | Worst_compactness | | 1 | 1 | 0 | 1 | Worst_concavity | | 1 | 1 | 0 | 1 | Concavepoints_worst | | 1 | 1 | 1 | 0 | Worst_symmetry | | 1 | 0 | 1 | 1 | Worst_fractaldimension | | 1 | 1 | 1 | 1 | Diagnosis |
|
|
