A Procedure for Extending Input Selection Algorithms to Low Quality Data in Modelling Problems with Application to the Automatic Grading of Uploaded Assignments

Pseudocode 1

Pseudocode of the NMIC algorithm.

Initialize P

Evaluate confidence and support in P

SVD select P

Create Intermediate Population Q

while iter ≤  maxiter

  Evaluate confidence and support in P + Q

  SVD select P + Q

  non dominated sort P + Q

  compute crowding distance P + Q

  P  ←  selection of P + Q

  SVD select P

  non dominated sort P

  Create Intermediate Population Q

end while

Output the nondominated elements of P