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Cross Validation: the illusion of reliable performance estimation
Thomas_Ott
RapidMiner Certified Analyst, RapidMiner Certified Expert, Member Posts: 1,761 
Unicorn
A 2010 paper from one of the founders of Radoop about the common pitfalls on mis-using Cross Validation and selecting models. This a must read and thanks for digging this up @mschmitz
http://www.prekopcsak.hu/papers/preko-2010-rcomm.pdf
I remember this presentation from 2010 in Dortmund!
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