In previous work <cite>(Lucena & Paraboni, 2008)</cite> we presented a frequency-based greedy attribute selection strategy submitted to the TUNA Challenge 2008. Presently we further the issue by taking additional information into accountnamely, the trial condition information available from the TUNA data -and report improved results for string-edit distance as required for the 2009 competition.