Binarised regression tasks: methods and evaluation metrics

    Data Min. Knowl. Discov., Volume 30, Issue 4, 2015.

    Cited by: 2|Bibtex|Views17|Links
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    Keywords:
    RegressionClassificationReframingMean absolute errorCutoffMore(1+)

    Abstract:

    Some supervised tasks are presented with a numerical output but decisions have to be made in a discrete, binarised, way, according to a particular cutoff. This binarised regression task is a very common situation that requires its own analysis, different from regression and classification--and ordinal regression. We first investigate the ...More

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