Unfortunately, as we will describe, the standard algorithm for learning decision lists has an important flaw: it often chooses a rule order that is suboptimal in important ways.
sometimes the algorithm will use a rule that appears good -has lower average entropy -in place of one that is good -lowers the expected entropy given its location in the list.