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LEAFAGE: Example-based and Feature importance-based Explanations for Black-box ML models.

Ajaya AdhikariDavid M. J. TaxRiccardo SattaMatthias Faeth
Published in: FUZZ-IEEE (2019)
Keyphrases
  • black box
  • black boxes
  • feature importance
  • white box
  • maximum likelihood
  • data sets
  • test cases
  • hybrid systems
  • machine learning
  • machine learning algorithms
  • machine learning methods
  • generating explanations