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ReverseTesting: An Efficient Framework to Select Amongst Classifiers under Sample Selection Bias

ReverseTesting: An Efficient Framework to Select Amongst Classifiers under Sample Selection Bias. Wei Fan IBM T.J.Watson Ian Davidson SUNY Albany. Sampling process. Where Sample Selection Bias Comes From?. Universe of Examples: Joint probability distribution P(x,y) = P(y|x) P(x)

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ReverseTesting: An Efficient Framework to Select Amongst Classifiers under Sample Selection Bias