Minimum OSR shows improvement over BruteDL because the Minimum OSR rules are used instead of the default rule. Recall that BruteDL does not store all rules in its output list. Is it possible that we can get the same improvement by storing more rules in the decision list? Motivated by this idea, we have studied the two methods described in this and the following chapters.