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 7040
Pima with 10020
Pima with 10020
Pima with 10040
Pima with 10080
Housing with 8070
Housing with 8050
Housing with 80100
Housing with 8080
Housing with 90100
Body Fat with 3030
Body Fat with 10070
Body Fat with 9070
Body Fat with 9090
Parkinson with 3030