Transitivity

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169 The model We start by examining the structure which it is reasonable to assume for the measurement of effectiveness ...If R is the set of possible recall values and P is the set of possible precision values then we are interested in the set R x P with a relation on it ...Definition 1 ...1 Connectedness:either e 1 >e 2 or e 2 >e 1 2 Transitivity:if e 1 >e 2 and e 2 >e 3 then e 1 >e 3 We insist that if two pairs can be ordered both ways then R 1,P 1 R 2,P 2,i ...We now turn to a second condition which is commonly called independence ...Definition 2 ...All we are saying here is,given that at a constant recall precision we find a difference in effectiveness for two values of precision recall then this difference cannot be removed or reversed by changing the constant value ...We now come to a condition which is not quite as obvious as the preceding ones ...