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Prediction of transfers to tertiary care and hospital mortality: A gradient boosting decision tree approach.

Jianjun XieStephen Coggeshall
Published in: Stat. Anal. Data Min. (2010)
Keyphrases
  • gradient boosting
  • decision trees
  • prognostic models
  • health care
  • logistic regression
  • loss function
  • prediction accuracy
  • intensive care
  • patient care
  • machine learning
  • pairwise
  • intensive care unit