Protein Sequence Classification with Improved Extreme Learning Machine Algorithms

Algorithm 2

OP-ELM [19].

(1) Utilize ELM to train the SLFN;

(2) Rank the hidden neurons of ELM by the MRSR method;

(3) Decide the proper number of neurons using the LOO validation error in terms of using (5).