Data and Feature Reduction in Fuzzy Modeling through Particle Swarm Optimization

Figure 13

Comparison of RMSE by using proposed method (straight line) and standard fuzzy model (dotted line): (a) Housing dataset with 𝑐=4, (b) body fat dataset with 𝑐=5, (c) Parkinson’s dataset with 𝑐=3, and (d) computer dataset with 𝑐=3.

(a)

(b)

(c)

(d)