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Weighting admission scores to balance predictiveness-diversity: The Pareto-optimization approach.

Filip LievensPaul R SackettWilfried De Corte
Published in: Medical education (2021)
Compared to traditional unit weighting, regression-based weighting and ad hoc weighting, Pareto-optimization leads to substantial increases in diversity intake (up to three times more), while keeping the predictiveness of the selection methods at the same level. Moreover, the Pareto-optimization is robust to sampling variability and variability of the input selection parameters.
Keyphrases
  • emergency department
  • weight gain
  • body mass index