Figure 2.

Construction of Mixed Set. As the sampled accesses in the intervention arm all turned out to be positives, a classifier could not be trained. Hence, a new data set was constructed by mixing the positives inherited from the intervention arm and the negatives “borrowed” from the control arm. The numbers of negatives and the positives in the mixed set were equated with those in the control arm to take into account the sample size effect