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Identifying consistent statements about numerical data with dispersion-corrected subgroup discovery

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Published in 2017 at "Data Mining and Knowledge Discovery"

DOI: 10.1007/s10618-017-0520-3

Abstract: Existing algorithms for subgroup discovery with numerical targets do not optimize the error or target variable dispersion of the groups they find. This often leads to unreliable or inconsistent statements about the data, rendering practical… read more here.

Keywords: identifying consistent; subgroup; subgroup discovery; discovery identifying ... See more keywords