In predicting internal combustion engine fuel consumption how to decide whether the machine learning task is a regression or classification problem? Both output variables, i.e. numerical (or continuous) and categorical (or discrete) make sense..
I would go for a regression analysis, since discretization usually means loss of information; see also
http://biostat.mc.vanderbilt.edu/wiki/Main/CatContinuous
Best Matthias
Thanks Matthias, your answer is appreciated.
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