Protein Sequence Classification with Improved Extreme Learning Machine Algorithms

Algorithm 4

VOP-ELM.

Given:

   Protein sequence dataset 𝒜; number of ensembles K

(1) Utilize OP-ELM to train each SLFN ensemble independently;

(2) For each testing protein sequence 𝐱^test, obtain the estimated

  category indexes for all K SLFNs in Step  1, update (9);

(3) Decide the final class label of 𝐱^test using (10).