Subgroup discovery is halfway between predictive and descriptive rule learning: while there is a target concept, the goal of subgroup discovery is not necessarily to achieve high accuracy in predicting the target, but rather to identify subsets of the population whose class distribution is significantly different from the overall distribution. The target concept helps us to achieve a trade-off between accuracy and interestingness.
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