Research Article
Data and Feature Reduction in Fuzzy Modeling through Particle Swarm Optimization
Table 7
The optimal % of features and data for different clusters.
| Data set and number of clusters | % of features | % of data |
| Pima with | 70 | 40 | Pima with | 100 | 20 | Pima with | 100 | 20 | Pima with | 100 | 40 | Pima with | 100 | 80 | Housing with | 80 | 70 | Housing with | 80 | 50 | Housing with | 80 | 100 | Housing with | 80 | 80 | Housing with | 90 | 100 | Body Fat with | 30 | 30 | Body Fat with | 100 | 70 | Body Fat with | 90 | 70 | Body Fat with | 90 | 90 | Parkinson with | 30 | 30 |
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