Notes by Lex Toumbourou

Articles tagged with MachineLearningFailureModes

• Domain Shift

  Jun 26, 2021 permanent    MachineLearning  MachineLearningFailureModes

  

  When production data diverges significantly from the training dataset

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• Out-of-Domain

  Jun 22, 2021 permanent    MachineLearning  MachineLearningFailureModes

  

  When the production data is significantly different from the training distribution.

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• Proxy Metrics

  Jun 12, 2021 permanent    MachineLearningFailureModes

  

  Metrics are usually a proxy for what we really care about

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