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All models are local: time to replace external validation with recurrent local validation.

Alexey YoussefMichael PencinaAnshul ThakurTingting ZhuDavid A. CliftonNigam H. Shah
Published in: CoRR (2023)
Keyphrases
  • model validation
  • probabilistic model
  • case study
  • complex systems
  • information retrieval
  • experimental data
  • learning algorithm
  • decision trees
  • training data
  • relational databases
  • statistical models
  • autoregressive