Skip to main content
. Author manuscript; available in PMC: 2015 Jul 6.
Published in final edited form as: Mach Learn Knowl Discov Databases. 2013;8190:595–611. doi: 10.1007/978-3-642-40994-3_38

Algorithm 1.

SAYU

Rs ← {}; M0 ← InitClassifier(Rs)
while DoSearch() do
  e+ ← RandomSeed();
  ⊥e+ ← saturate(e);
  while c ← reduce(⊥e+) do
    M ← LearnClassifier(Rs ∪ {c});
    if Better(M, M0) then
     Rs ← Rs ∪ {c}; M0 ← M;
     break
    end if
  end while
end while