Correcting Classifiers for Sample Selection Bias in Two-Phase Case-Control Studies

Figure 2

Scheme of learning on biased learning data and predicting on unbiased test data. The classifier learns on four equally sized strata (complete biased learning data set) but predicts on a data set (unbiased population) of different sizes of the four strata.