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External Validation of a "Black-Box" Clinical Predictive Model in Nephrology: Can Interpretability Methods Help Illuminate Performance Differences?

Harry Freitas Da CruzBoris PfahringerFrederic SchneiderAlexander MeyerMatthieu-P. Schapranow
Published in: AIME (2019)
Keyphrases
  • black box
  • predictive model
  • neural network
  • black boxes
  • clustering algorithm
  • decision trees
  • hybrid systems
  • artificial neural networks
  • data mining techniques
  • benchmark datasets
  • test cases