Research Article
Incremental Gene Expression Programming Classifier with Metagenes and Data Reduction
Table 2
Experiment settings for algorithms Inc-GEP2 and Inc-GEP3.
| Dataset name | Chunk size | No of attrib. | Reduction rate (%) | No of classifiers |
| Airlines | 10000 | 4 | 50 | 20 | Bank M | 400 | 13 | 10 | 20 | Banknote Auth. | 120 | 4 | 80 | 50 | Breast cancer | 30 | 4 | 20 | 20 | Chess | 50 | 7 | 50 | 20 | Diabetes | 60 | 3 | 80 | 30 | Electricity | 4000 | 4 | 50 | 30 | Heart | 30 | 11 | 90 | 20 | Image | 100 | 15 | 50 | 20 | Internet Adv. | 500 | 500 | 70 | 60 | Ionosphere | 60 | 30 | 50 | 20 | Luxemburg | 50 | 11 | 80 | 30 | Sea | 2500 | 2 | 10 | 30 | Usenet2 | 20 | 60 | 50 | 20 |
|
|