The main reason for picking it was the stroke index, because I almost always had no clue about readings.

A secondary reason is that it claims to be ordered more or less by usage, so we can also see what a ca. 1980s Gakken thought of relative frequency:

  不  134
  無  227
  非  491
  未  801