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Unit Test vs. System Test of ML-Based Systems

  • Samuel Ackerman,
  • Guy Barash,
  • Eitan Farchi,
  • Orna Raz,
  • Onn Shehory

摘要

We discuss how the distinguishing between system tests and unit tests applies to ML systems. The paradigm of a decision control tree (DCT) used for testing and design of ML systems is studied.