Research Article
[Retracted] Performance Analysis of Deep Learning Models for Binary Classification of Cancer Gene Expression Data
Table 2
Results of feature selection methods on different datasets.
| Feature selection (FS) method | Dataset | No. of features originally | No. of features after FS | % reductions |
| ANOVA | Colon cancer | 2000 | 984 | 50.8 | Pancreatic cancer | 54 613 | 11 759 | 78.5 | Breast cancer | 22 283 | 11 758 | 47.2 | Lung cancer | 22 283 | 7969 | 64.2 |
| Information Gain (IG) | Colon cancer | 2000 | 140 | 93.0 | Pancreatic cancer | 54 613 | 18 474 | 66.2 | Breast cancer | 22 283 | 1766 | 92.1 | Lung cancer | 22 283 | 9398 | 57.8 |
|
|