Research Article

A Hybrid Model of Extreme Learning Machine Based on Bat and Cuckoo Search Algorithm for Regression and Multiclass Classification

Table 3

The population parameter setting of three optimization methods.

Optimization algorithmParameter setting

Bat population size , loudness , and pulse emissivity
Loudness attenuation coefficient and pulse frequency interval
Initial nest size , discovery probability , and step size control factor
Scaling factor
Bat population size , loudness , and pulse emissivity
Loudness attenuation coefficient and pulse frequency interval
Discovery probability , step size control factor , and scaling factor