When we are reviewing association patterns for interesting relationships, objective measures are commonly used. These are required as the relationships may be hidden by the large data set, as indicated by the text. These measures, taken in whole, may instead give us inconsistent data on the interesting nature of the relationship. With large data sets, the data scientist may depend too much on objective measures, and not explore alternatives, which may provide a better analysis.
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