Research Article
Correlation-Based Ensemble Feature Selection Using Bioinspired Algorithms and Classification Using Backpropagation Neural Network
Table 5
Feature importance of Hepatitis dataset.
| S. no. | Feature | Feature importance | Rank |
| 1 | Age | 0.335503 | 3 | 2 | Sex | 0.014356 | 15 | 3 | Steroid | 0.011443 | 16 | 4 | Antivirals | 0.033793 | 11 | 5 | Fatigue | 0.022269 | 13 | 6 | Malaise | 0.019788 | 14 | 7 | Anorexia | 0.010061 | 17 | 8 | Liver big | 0.007907 | 18 | 9 | Liver firm | 0.032248 | 12 | 10 | Spleen palpable | 0.036895 | 10 | 11 | Spiders | 0.095853 | 9 | 12 | Ascites: | 0.099008 | 8 | 13 | Varices | 0.110238 | 7 | 14 | Bilirubin | 0.202373 | 6 | 15 | Alk phosphate | 0.532782 | 1 | 16 | SGOT | 0.511008 | 2 | 17 | Albumin | 0.21938 | 5 | 18 | Protime | 0.294931 | 4 |
|
|