Predict a school's pass rate from twelve columns: teachers per pupil, textbooks and electricity matter; the gate's colour and the head teacher's shoe size don't. With only 40 schools to learn from, every useless column makes predictions worse. Find the ones worth keeping, then keep a copy of a column, and choose columns using the test set. This lesson needs JavaScript.