Binarised regression tasks: methods and evaluation metrics
Data Min. Knowl. Discov., Volume 30, Issue 4, 2015.
RegressionClassificationReframingMean absolute errorCutoffMore(1+)
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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