Effective Evolutionary Multilabel Feature Selection under a Budget Constraint

Algorithm 1

Procedures of proposed multilabel feature wrapper.

 procedure PROPOSED ALGORITHM allowed FFC

, -th generation

initializing population of -th generation

evaluating

While    do if spent FFC is less than

create using genetic operators

create using exploration operator based on

offspring set

evaluate using a multi-label classifier

add to

select from natural selection

update based on spent FFC

end while

 end procedure