In our experiments, all the inputs(attributes) have been normalized into the range ½0; 1 whilethe outputs (targets) have been normalized into ½1; 1. Asseen from ELM algorithm, the learning time of ELM ismainly spent on calculating the Moore–Penrose generalizedinverse Hy of the hidden layer output matrix H.